Overview

Dataset statistics

Number of variables59
Number of observations77282
Missing cells1855802
Missing cells (%)40.7%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory102.7 MiB
Average record size in memory1.4 KiB

Variable types

CAT32
NUM26
DATE1

Warnings

iso_code has a high cardinality: 215 distinct values High cardinality
location has a high cardinality: 215 distinct values High cardinality
icu_patients has a high cardinality: 2147 distinct values High cardinality
icu_patients_per_million has a high cardinality: 4507 distinct values High cardinality
hosp_patients has a high cardinality: 4208 distinct values High cardinality
hosp_patients_per_million has a high cardinality: 7336 distinct values High cardinality
weekly_icu_admissions has a high cardinality: 532 distinct values High cardinality
weekly_icu_admissions_per_million has a high cardinality: 528 distinct values High cardinality
weekly_hosp_admissions has a high cardinality: 1167 distinct values High cardinality
weekly_hosp_admissions_per_million has a high cardinality: 1165 distinct values High cardinality
new_tests has a high cardinality: 19143 distinct values High cardinality
total_tests has a high cardinality: 34144 distinct values High cardinality
total_tests_per_thousand has a high cardinality: 29675 distinct values High cardinality
new_tests_per_thousand has a high cardinality: 6297 distinct values High cardinality
new_tests_smoothed has a high cardinality: 21517 distinct values High cardinality
new_tests_smoothed_per_thousand has a high cardinality: 6506 distinct values High cardinality
positive_rate has a high cardinality: 566 distinct values High cardinality
tests_per_case has a high cardinality: 4971 distinct values High cardinality
total_vaccinations has a high cardinality: 5186 distinct values High cardinality
people_vaccinated has a high cardinality: 4603 distinct values High cardinality
people_fully_vaccinated has a high cardinality: 3105 distinct values High cardinality
new_vaccinations has a high cardinality: 4240 distinct values High cardinality
new_vaccinations_smoothed has a high cardinality: 5939 distinct values High cardinality
total_vaccinations_per_hundred has a high cardinality: 1843 distinct values High cardinality
people_vaccinated_per_hundred has a high cardinality: 1519 distinct values High cardinality
people_fully_vaccinated_per_hundred has a high cardinality: 834 distinct values High cardinality
new_vaccinations_smoothed_per_million has a high cardinality: 3618 distinct values High cardinality
extreme_poverty has a high cardinality: 75 distinct values High cardinality
female_smokers has a high cardinality: 108 distinct values High cardinality
male_smokers has a high cardinality: 124 distinct values High cardinality
new_cases_smoothed is highly correlated with new_cases and 3 other fieldsHigh correlation
new_cases is highly correlated with new_cases_smoothed and 2 other fieldsHigh correlation
total_deaths is highly correlated with total_cases and 2 other fieldsHigh correlation
total_cases is highly correlated with total_deathsHigh correlation
new_deaths is highly correlated with new_cases and 2 other fieldsHigh correlation
new_deaths_smoothed is highly correlated with new_cases and 3 other fieldsHigh correlation
aged_65_older is highly correlated with median_age and 1 other fieldsHigh correlation
median_age is highly correlated with aged_65_olderHigh correlation
aged_70_older is highly correlated with aged_65_olderHigh correlation
human_development_index is highly correlated with life_expectancyHigh correlation
life_expectancy is highly correlated with human_development_indexHigh correlation
continent has 3787 (4.9%) missing values Missing
total_cases has 1374 (1.8%) missing values Missing
new_cases has 1376 (1.8%) missing values Missing
new_cases_smoothed has 2377 (3.1%) missing values Missing
total_deaths has 10713 (13.9%) missing values Missing
new_deaths has 10555 (13.7%) missing values Missing
new_deaths_smoothed has 2377 (3.1%) missing values Missing
total_cases_per_million has 1787 (2.3%) missing values Missing
new_cases_per_million has 1789 (2.3%) missing values Missing
new_cases_smoothed_per_million has 2785 (3.6%) missing values Missing
total_deaths_per_million has 11113 (14.4%) missing values Missing
new_deaths_per_million has 10955 (14.2%) missing values Missing
new_deaths_smoothed_per_million has 2785 (3.6%) missing values Missing
reproduction_rate has 15074 (19.5%) missing values Missing
icu_patients has 69143 (89.5%) missing values Missing
icu_patients_per_million has 69143 (89.5%) missing values Missing
hosp_patients has 67532 (87.4%) missing values Missing
hosp_patients_per_million has 67532 (87.4%) missing values Missing
weekly_icu_admissions has 76569 (99.1%) missing values Missing
weekly_icu_admissions_per_million has 76569 (99.1%) missing values Missing
weekly_hosp_admissions has 75969 (98.3%) missing values Missing
weekly_hosp_admissions_per_million has 75969 (98.3%) missing values Missing
new_tests has 42023 (54.4%) missing values Missing
total_tests has 42254 (54.7%) missing values Missing
total_tests_per_thousand has 42254 (54.7%) missing values Missing
new_tests_per_thousand has 42023 (54.4%) missing values Missing
new_tests_smoothed has 36926 (47.8%) missing values Missing
new_tests_smoothed_per_thousand has 36926 (47.8%) missing values Missing
positive_rate has 38254 (49.5%) missing values Missing
tests_per_case has 38806 (50.2%) missing values Missing
tests_units has 35571 (46.0%) missing values Missing
total_vaccinations has 71848 (93.0%) missing values Missing
people_vaccinated has 72419 (93.7%) missing values Missing
people_fully_vaccinated has 73987 (95.7%) missing values Missing
new_vaccinations has 72646 (94.0%) missing values Missing
new_vaccinations_smoothed has 68991 (89.3%) missing values Missing
total_vaccinations_per_hundred has 71848 (93.0%) missing values Missing
people_vaccinated_per_hundred has 72419 (93.7%) missing values Missing
people_fully_vaccinated_per_hundred has 73987 (95.7%) missing values Missing
new_vaccinations_smoothed_per_million has 68991 (89.3%) missing values Missing
stringency_index has 11172 (14.5%) missing values Missing
population_density has 5148 (6.7%) missing values Missing
median_age has 7255 (9.4%) missing values Missing
aged_65_older has 8059 (10.4%) missing values Missing
aged_70_older has 7649 (9.9%) missing values Missing
gdp_per_capita has 6997 (9.1%) missing values Missing
extreme_poverty has 29335 (38.0%) missing values Missing
cardiovasc_death_rate has 6393 (8.3%) missing values Missing
diabetes_prevalence has 5465 (7.1%) missing values Missing
female_smokers has 21601 (28.0%) missing values Missing
male_smokers has 22419 (29.0%) missing values Missing
handwashing_facilities has 41695 (54.0%) missing values Missing
hospital_beds_per_thousand has 12446 (16.1%) missing values Missing
life_expectancy has 3849 (5.0%) missing values Missing
human_development_index has 6451 (8.3%) missing values Missing
weekly_hosp_admissions is uniformly distributed Uniform
weekly_hosp_admissions_per_million is uniformly distributed Uniform
total_tests is uniformly distributed Uniform
total_tests_per_thousand is uniformly distributed Uniform
people_fully_vaccinated is uniformly distributed Uniform
new_cases has 16386 (21.2%) zeros Zeros
new_cases_smoothed has 5001 (6.5%) zeros Zeros
new_deaths has 27145 (35.1%) zeros Zeros
new_deaths_smoothed has 21249 (27.5%) zeros Zeros
new_cases_per_million has 15990 (20.7%) zeros Zeros
new_cases_smoothed_per_million has 4667 (6.0%) zeros Zeros
new_deaths_per_million has 26759 (34.6%) zeros Zeros
new_deaths_smoothed_per_million has 21051 (27.2%) zeros Zeros

Reproduction

Analysis started2021-03-26 12:37:30.802904
Analysis finished2021-03-26 12:39:56.372774
Duration2 minutes and 25.57 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

iso_code
Categorical

HIGH CARDINALITY

Distinct215
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size603.9 KiB
ARG
 
450
MEX
 
450
THA
 
447
PER
 
438
TWN
 
435
Other values (210)
75062 
ValueCountFrequency (%) 
ARG4500.6%
 
MEX4500.6%
 
THA4470.6%
 
PER4380.6%
 
TWN4350.6%
 
KOR4300.6%
 
OWID_WRL4290.6%
 
JPN4290.6%
 
OWID_NAM4290.6%
 
USA4290.6%
 
CHN4290.6%
 
OWID_ASI4290.6%
 
SGP4280.6%
 
OWID_EUR4280.6%
 
OWID_EUN4280.6%
 
VNM4280.6%
 
FRA4270.6%
 
NPL4260.6%
 
OWID_OCE4260.6%
 
MYS4260.6%
 
CAN4250.5%
 
AUS4250.5%
 
DEU4240.5%
 
LKA4240.5%
 
KHM4240.5%
 
Other values (190)6651986.1%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length8
Median length3
Mean length3.269985249
Min length3

Overview of Unicode Properties

Unique unicode characters27
Unique unicode categories2 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
A191697.6%
 
R179087.1%
 
N171116.8%
 
M145565.8%
 
S140305.6%
 
I137415.4%
 
O130105.1%
 
D126405.0%
 
L124344.9%
 
E119864.7%
 
B117974.7%
 
T114544.5%
 
G111424.4%
 
C98773.9%
 
U92923.7%
 
W78283.1%
 
P63672.5%
 
H62722.5%
 
K59732.4%
 
Z53442.1%
 
V48021.9%
 
_41731.7%
 
Y40421.6%
 
F33761.3%
 
J23780.9%
 
Other values (2)20090.8%
 

Most occurring categories

ValueCountFrequency (%) 
Uppercase Letter24853898.3%
 
Connector Punctuation41731.7%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
A191697.7%
 
R179087.2%
 
N171116.9%
 
M145565.9%
 
S140305.6%
 
I137415.5%
 
O130105.2%
 
D126405.1%
 
L124345.0%
 
E119864.8%
 
B117974.7%
 
T114544.6%
 
G111424.5%
 
C98774.0%
 
U92923.7%
 
W78283.1%
 
P63672.6%
 
H62722.5%
 
K59732.4%
 
Z53442.2%
 
V48021.9%
 
Y40421.6%
 
F33761.4%
 
J23781.0%
 
Q11630.5%
 

Most frequent Connector Punctuation characters

ValueCountFrequency (%) 
_4173100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin24853898.3%
 
Common41731.7%
 

Most frequent Latin characters

ValueCountFrequency (%) 
A191697.7%
 
R179087.2%
 
N171116.9%
 
M145565.9%
 
S140305.6%
 
I137415.5%
 
O130105.2%
 
D126405.1%
 
L124345.0%
 
E119864.8%
 
B117974.7%
 
T114544.6%
 
G111424.5%
 
C98774.0%
 
U92923.7%
 
W78283.1%
 
P63672.6%
 
H62722.5%
 
K59732.4%
 
Z53442.2%
 
V48021.9%
 
Y40421.6%
 
F33761.4%
 
J23781.0%
 
Q11630.5%
 

Most frequent Common characters

ValueCountFrequency (%) 
_4173100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII252711100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
A191697.6%
 
R179087.1%
 
N171116.8%
 
M145565.8%
 
S140305.6%
 
I137415.4%
 
O130105.1%
 
D126405.0%
 
L124344.9%
 
E119864.7%
 
B117974.7%
 
T114544.5%
 
G111424.4%
 
C98773.9%
 
U92923.7%
 
W78283.1%
 
P63672.5%
 
H62722.5%
 
K59732.4%
 
Z53442.1%
 
V48021.9%
 
_41731.7%
 
Y40421.6%
 
F33761.3%
 
J23780.9%
 
Other values (2)20090.8%
 

continent
Categorical

MISSING

Distinct6
Distinct (%)< 0.1%
Missing3787
Missing (%)4.9%
Memory size603.9 KiB
Africa
20286 
Europe
18612 
Asia
18418 
North America
9183 
South America
4745 
ValueCountFrequency (%) 
Africa2028626.2%
 
Europe1861224.1%
 
Asia1841823.8%
 
North America918311.9%
 
South America47456.1%
 
Oceania22512.9%
 
(Missing)37874.9%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length13
Median length6
Mean length6.667037603
Min length3

Overview of Unicode Properties

Unique unicode characters20
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
r6200912.0%
 
a6092111.8%
 
i5488310.7%
 
A5263210.2%
 
c364657.1%
 
e347916.8%
 
o325406.3%
 
u233574.5%
 
f202863.9%
 
E186123.6%
 
p186123.6%
 
s184183.6%
 
t139282.7%
 
h139282.7%
 
139282.7%
 
m139282.7%
 
n98251.9%
 
N91831.8%
 
S47450.9%
 
O22510.4%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter41389180.3%
 
Uppercase Letter8742317.0%
 
Space Separator139282.7%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
A5263260.2%
 
E1861221.3%
 
N918310.5%
 
S47455.4%
 
O22512.6%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
r6200915.0%
 
a6092114.7%
 
i5488313.3%
 
c364658.8%
 
e347918.4%
 
o325407.9%
 
u233575.6%
 
f202864.9%
 
p186124.5%
 
s184184.4%
 
t139283.4%
 
h139283.4%
 
m139283.4%
 
n98252.4%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
13928100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin50131497.3%
 
Common139282.7%
 

Most frequent Latin characters

ValueCountFrequency (%) 
r6200912.4%
 
a6092112.2%
 
i5488310.9%
 
A5263210.5%
 
c364657.3%
 
e347916.9%
 
o325406.5%
 
u233574.7%
 
f202864.0%
 
E186123.7%
 
p186123.7%
 
s184183.7%
 
t139282.8%
 
h139282.8%
 
m139282.8%
 
n98252.0%
 
N91831.8%
 
S47450.9%
 
O22510.4%
 

Most frequent Common characters

ValueCountFrequency (%) 
13928100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII515242100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
r6200912.0%
 
a6092111.8%
 
i5488310.7%
 
A5263210.2%
 
c364657.1%
 
e347916.8%
 
o325406.3%
 
u233574.5%
 
f202863.9%
 
E186123.6%
 
p186123.6%
 
s184183.6%
 
t139282.7%
 
h139282.7%
 
139282.7%
 
m139282.7%
 
n98251.9%
 
N91831.8%
 
S47450.9%
 
O22510.4%
 

location
Categorical

HIGH CARDINALITY

Distinct215
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size603.9 KiB
Argentina
 
450
Mexico
 
450
Thailand
 
447
Peru
 
438
Taiwan
 
435
Other values (210)
75062 
ValueCountFrequency (%) 
Argentina4500.6%
 
Mexico4500.6%
 
Thailand4470.6%
 
Peru4380.6%
 
Taiwan4350.6%
 
South Korea4300.6%
 
China4290.6%
 
Japan4290.6%
 
United States4290.6%
 
World4290.6%
 
Asia4290.6%
 
North America4290.6%
 
Europe4280.6%
 
Singapore4280.6%
 
European Union4280.6%
 
Vietnam4280.6%
 
France4270.6%
 
Oceania4260.6%
 
Nepal4260.6%
 
Malaysia4260.6%
 
Australia4250.5%
 
Canada4250.5%
 
Germany4240.5%
 
Cambodia4240.5%
 
Sri Lanka4240.5%
 
Other values (190)6651986.1%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length32
Median length7
Mean length8.428443881
Min length4

Overview of Unicode Properties

Unique unicode characters56
Unique unicode categories7 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
a9972315.3%
 
i588529.0%
 
n537138.2%
 
e452326.9%
 
r372375.7%
 
o363545.6%
 
t258224.0%
 
u233403.6%
 
l214143.3%
 
d198493.0%
 
s193103.0%
 
191122.9%
 
m136312.1%
 
c131812.0%
 
g123201.9%
 
S112721.7%
 
b104461.6%
 
h103561.6%
 
A76811.2%
 
M73311.1%
 
B73121.1%
 
y72591.1%
 
C71281.1%
 
p68171.0%
 
G55200.8%
 
Other values (31)7115510.9%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter53780182.6%
 
Uppercase Letter9358014.4%
 
Space Separator191122.9%
 
Other Punctuation3800.1%
 
Dash Punctuation3660.1%
 
Open Punctuation64< 0.1%
 
Close Punctuation64< 0.1%
 

Most frequent Uppercase Letter characters

ValueCountFrequency (%) 
S1127212.0%
 
A76818.2%
 
M73317.8%
 
B73127.8%
 
C71287.6%
 
G55205.9%
 
N46925.0%
 
I46044.9%
 
L45764.9%
 
E43424.6%
 
T42824.6%
 
P39124.2%
 
K32303.5%
 
U32113.4%
 
R27222.9%
 
V20742.2%
 
D19192.1%
 
F17201.8%
 
H16701.8%
 
J12541.3%
 
Z11361.2%
 
O8220.9%
 
W4290.5%
 
Q3910.4%
 
Y3500.4%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
a9972318.5%
 
i5885210.9%
 
n5371310.0%
 
e452328.4%
 
r372376.9%
 
o363546.8%
 
t258224.8%
 
u233404.3%
 
l214144.0%
 
d198493.7%
 
s193103.6%
 
m136312.5%
 
c131812.5%
 
g123202.3%
 
b104461.9%
 
h103561.9%
 
y72591.3%
 
p68171.3%
 
w46720.9%
 
z45940.9%
 
v42250.8%
 
k39240.7%
 
f20290.4%
 
j15140.3%
 
q11410.2%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
19112100.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
'380100.0%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-366100.0%
 

Most frequent Open Punctuation characters

ValueCountFrequency (%) 
(64100.0%
 

Most frequent Close Punctuation characters

ValueCountFrequency (%) 
)64100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin63138196.9%
 
Common199863.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
a9972315.8%
 
i588529.3%
 
n537138.5%
 
e452327.2%
 
r372375.9%
 
o363545.8%
 
t258224.1%
 
u233403.7%
 
l214143.4%
 
d198493.1%
 
s193103.1%
 
m136312.2%
 
c131812.1%
 
g123202.0%
 
S112721.8%
 
b104461.7%
 
h103561.6%
 
A76811.2%
 
M73311.2%
 
B73121.2%
 
y72591.1%
 
C71281.1%
 
p68171.1%
 
G55200.9%
 
N46920.7%
 
Other values (26)6558910.4%
 

Most frequent Common characters

ValueCountFrequency (%) 
1911295.6%
 
'3801.9%
 
-3661.8%
 
(640.3%
 
)640.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII651367100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
a9972315.3%
 
i588529.0%
 
n537138.2%
 
e452326.9%
 
r372375.7%
 
o363545.6%
 
t258224.0%
 
u233403.6%
 
l214143.3%
 
d198493.0%
 
s193103.0%
 
191122.9%
 
m136312.1%
 
c131812.0%
 
g123201.9%
 
S112721.7%
 
b104461.6%
 
h103561.6%
 
A76811.2%
 
M73311.1%
 
B73121.1%
 
y72591.1%
 
C71281.1%
 
p68171.0%
 
G55200.8%
 
Other values (31)7115510.9%
 

date
Date

Distinct451
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size603.9 KiB
Minimum2020-01-01 00:00:00
Maximum2021-03-26 00:00:00
Histogram with fixed size bins (bins=50)

total_cases
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct40283
Distinct (%)53.1%
Missing1374
Missing (%)1.8%
Infinite0
Infinite (%)0.0%
Mean693348.4057
Minimum1
Maximum125491735
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum1
5-th percentile14
Q1762
median8610
Q392381.75
95-th percentile1683659.3
Maximum125491735
Range125491734
Interquartile range (IQR)91619.75

Descriptive statistics

Standard deviation4850087.122
Coefficient of variation (CV)6.995165896
Kurtosis303.8598511
Mean693348.4057
Median Absolute Deviation (MAD)8586
Skewness15.47844254
Sum5.263069078e+10
Variance2.352334509e+13
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
110081.3%
 
24160.5%
 
183660.5%
 
7213650.5%
 
33630.5%
 
43450.4%
 
5093350.4%
 
273050.4%
 
243040.4%
 
192970.4%
 
122960.4%
 
162620.3%
 
152310.3%
 
82270.3%
 
172230.3%
 
112210.3%
 
231930.2%
 
71890.2%
 
51640.2%
 
101620.2%
 
251580.2%
 
61500.2%
 
1411410.2%
 
221300.2%
 
411270.2%
 
Other values (40258)6893089.2%
 
(Missing)13741.8%
 
ValueCountFrequency (%) 
110081.3%
 
24160.5%
 
33630.5%
 
43450.4%
 
51640.2%
 
61500.2%
 
71890.2%
 
82270.3%
 
91250.2%
 
101620.2%
 
ValueCountFrequency (%) 
1254917351< 0.1%
 
1247771301< 0.1%
 
1242046361< 0.1%
 
1236905111< 0.1%
 
1232085511< 0.1%
 
1228145651< 0.1%
 
1223161421< 0.1%
 
1217897551< 0.1%
 
1212362311< 0.1%
 
1206971481< 0.1%
 

new_cases
Real number (ℝ)

HIGH CORRELATION
MISSING
ZEROS

Distinct10587
Distinct (%)13.9%
Missing1376
Missing (%)1.8%
Infinite0
Infinite (%)0.0%
Mean5267.220799
Minimum-74347
Maximum880902
Zeros16386
Zeros (%)21.2%
Memory size603.9 KiB

Quantile statistics

Minimum-74347
5-th percentile0
Q12
median62
Q3695
95-th percentile14572.75
Maximum880902
Range955249
Interquartile range (IQR)693

Descriptive statistics

Standard deviation32675.8028
Coefficient of variation (CV)6.20361364
Kurtosis208.027596
Mean5267.220799
Median Absolute Deviation (MAD)62
Skewness12.76875916
Sum399813662
Variance1067708088
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
01638621.2%
 
123003.0%
 
214801.9%
 
311531.5%
 
49491.2%
 
58511.1%
 
67721.0%
 
76880.9%
 
86090.8%
 
95550.7%
 
105440.7%
 
115240.7%
 
134680.6%
 
124470.6%
 
144260.6%
 
154240.5%
 
163880.5%
 
173690.5%
 
193500.5%
 
183460.4%
 
203200.4%
 
213050.4%
 
242930.4%
 
222800.4%
 
232700.3%
 
Other values (10562)4440957.5%
 
(Missing)13761.8%
 
ValueCountFrequency (%) 
-743471< 0.1%
 
-460761< 0.1%
 
-170741< 0.1%
 
-100341< 0.1%
 
-79531< 0.1%
 
-34911< 0.1%
 
-32261< 0.1%
 
-22141< 0.1%
 
-17101< 0.1%
 
-15831< 0.1%
 
ValueCountFrequency (%) 
8809021< 0.1%
 
8012541< 0.1%
 
7830271< 0.1%
 
7668941< 0.1%
 
7629561< 0.1%
 
7614491< 0.1%
 
7554551< 0.1%
 
7480551< 0.1%
 
7400591< 0.1%
 
7392911< 0.1%
 

new_cases_smoothed
Real number (ℝ)

HIGH CORRELATION
MISSING
ZEROS

Distinct20159
Distinct (%)26.9%
Missing2377
Missing (%)3.1%
Infinite0
Infinite (%)0.0%
Mean5262.048175
Minimum-6223
Maximum739564.429
Zeros5001
Zeros (%)6.5%
Memory size603.9 KiB

Quantile statistics

Minimum-6223
5-th percentile0
Q16.143
median75.286
Q3721
95-th percentile14600.429
Maximum739564.429
Range745787.429
Interquartile range (IQR)714.857

Descriptive statistics

Standard deviation32254.8358
Coefficient of variation (CV)6.129711232
Kurtosis197.168258
Mean5262.048175
Median Absolute Deviation (MAD)75.143
Skewness12.52020344
Sum394153718.5
Variance1040374433
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
050016.5%
 
0.14314831.9%
 
0.28610261.3%
 
0.4298391.1%
 
0.7146600.9%
 
0.5716060.8%
 
0.8575250.7%
 
15050.7%
 
1.1434540.6%
 
1.2864440.6%
 
1.4293580.5%
 
1.7143460.4%
 
1.5713400.4%
 
2.2863080.4%
 
2.1433030.4%
 
2.5712780.4%
 
1.8572760.4%
 
22640.3%
 
2.7142590.3%
 
2.4292550.3%
 
3.1432250.3%
 
2.8572170.3%
 
4.2862060.3%
 
3.5712000.3%
 
3.2862000.3%
 
Other values (20134)5932776.8%
 
(Missing)23773.1%
 
ValueCountFrequency (%) 
-62231< 0.1%
 
-5648.7143< 0.1%
 
-5407.7141< 0.1%
 
-4903.2861< 0.1%
 
-44641< 0.1%
 
-1121.7141< 0.1%
 
-838.7141< 0.1%
 
-697.4291< 0.1%
 
-5991< 0.1%
 
-5251< 0.1%
 
ValueCountFrequency (%) 
739564.4291< 0.1%
 
7346791< 0.1%
 
730212.4291< 0.1%
 
7296831< 0.1%
 
7222811< 0.1%
 
7117621< 0.1%
 
706853.4291< 0.1%
 
702741.1431< 0.1%
 
689204.4291< 0.1%
 
680596.7141< 0.1%
 

total_deaths
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct15319
Distinct (%)23.0%
Missing10713
Missing (%)13.9%
Infinite0
Infinite (%)0.0%
Mean20212.18857
Minimum1
Maximum2755210
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum1
5-th percentile3
Q140
median265
Q32567
95-th percentile70412.4
Maximum2755210
Range2755209
Interquartile range (IQR)2527

Descriptive statistics

Standard deviation118678.7825
Coefficient of variation (CV)5.871644333
Kurtosis230.019209
Mean20212.18857
Median Absolute Deviation (MAD)261
Skewness13.35247525
Sum1345505181
Variance1.408465341e+10
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
119802.6%
 
312771.7%
 
212701.6%
 
712051.6%
 
109451.2%
 
156390.8%
 
45990.8%
 
95740.7%
 
65660.7%
 
215080.7%
 
84720.6%
 
54550.6%
 
114500.6%
 
353520.5%
 
123290.4%
 
293190.4%
 
633180.4%
 
253070.4%
 
192890.4%
 
222820.4%
 
422750.4%
 
692750.4%
 
272660.3%
 
612610.3%
 
262610.3%
 
Other values (15294)5209567.4%
 
(Missing)1071313.9%
 
ValueCountFrequency (%) 
119802.6%
 
212701.6%
 
312771.7%
 
45990.8%
 
54550.6%
 
65660.7%
 
712051.6%
 
84720.6%
 
95740.7%
 
109451.2%
 
ValueCountFrequency (%) 
27552101< 0.1%
 
27435021< 0.1%
 
27340651< 0.1%
 
27229481< 0.1%
 
27152991< 0.1%
 
27096331< 0.1%
 
27014461< 0.1%
 
26913871< 0.1%
 
26808631< 0.1%
 
26707981< 0.1%
 

new_deaths
Real number (ℝ)

HIGH CORRELATION
MISSING
ZEROS

Distinct2553
Distinct (%)3.8%
Missing10555
Missing (%)13.7%
Infinite0
Infinite (%)0.0%
Mean132.8960391
Minimum-1918
Maximum17903
Zeros27145
Zeros (%)35.1%
Memory size603.9 KiB

Quantile statistics

Minimum-1918
5-th percentile0
Q10
median2
Q316
95-th percentile491
Maximum17903
Range19821
Interquartile range (IQR)16

Descriptive statistics

Standard deviation725.8706821
Coefficient of variation (CV)5.46194369
Kurtosis170.9869598
Mean132.8960391
Median Absolute Deviation (MAD)2
Skewness11.34987995
Sum8867754
Variance526888.2472
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
02714535.1%
 
156257.3%
 
232514.2%
 
323503.0%
 
419362.5%
 
515942.1%
 
612631.6%
 
710361.3%
 
810251.3%
 
98451.1%
 
107451.0%
 
116550.8%
 
126090.8%
 
135380.7%
 
144900.6%
 
154650.6%
 
174240.5%
 
164230.5%
 
193630.5%
 
183500.5%
 
203090.4%
 
212990.4%
 
232430.3%
 
222280.3%
 
242200.3%
 
Other values (2528)1429618.5%
 
(Missing)1055513.7%
 
ValueCountFrequency (%) 
-19181< 0.1%
 
-15831< 0.1%
 
-13541< 0.1%
 
-4431< 0.1%
 
-2321< 0.1%
 
-2171< 0.1%
 
-1171< 0.1%
 
-1061< 0.1%
 
-801< 0.1%
 
-341< 0.1%
 
ValueCountFrequency (%) 
179031< 0.1%
 
173311< 0.1%
 
171061< 0.1%
 
170361< 0.1%
 
167651< 0.1%
 
167011< 0.1%
 
166721< 0.1%
 
165811< 0.1%
 
165041< 0.1%
 
160061< 0.1%
 

new_deaths_smoothed
Real number (ℝ)

HIGH CORRELATION
MISSING
ZEROS

Distinct5697
Distinct (%)7.6%
Missing2377
Missing (%)3.1%
Infinite0
Infinite (%)0.0%
Mean117.11021
Minimum-232.143
Maximum14431.429
Zeros21249
Zeros (%)27.5%
Memory size603.9 KiB

Quantile statistics

Minimum-232.143
5-th percentile0
Q10
median1.143
Q312.571
95-th percentile415.0002
Maximum14431.429
Range14663.572
Interquartile range (IQR)12.571

Descriptive statistics

Standard deviation663.3312477
Coefficient of variation (CV)5.664162394
Kurtosis168.0458099
Mean117.11021
Median Absolute Deviation (MAD)1.143
Skewness11.4314168
Sum8772140.283
Variance440008.3442
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
02124927.5%
 
0.14353877.0%
 
0.28632394.2%
 
0.42922642.9%
 
0.57117222.2%
 
0.71413641.8%
 
0.85710671.4%
 
19931.3%
 
1.1438431.1%
 
1.4297481.0%
 
1.2867300.9%
 
1.5716070.8%
 
1.7145540.7%
 
1.8575260.7%
 
2.1434930.6%
 
24930.6%
 
2.8574440.6%
 
2.4294120.5%
 
2.5714000.5%
 
2.2863930.5%
 
33890.5%
 
2.7143840.5%
 
3.1433790.5%
 
3.2863530.5%
 
3.4293340.4%
 
Other values (5672)2913837.7%
 
(Missing)23773.1%
 
ValueCountFrequency (%) 
-232.1431< 0.1%
 
-221.8571< 0.1%
 
-215.2861< 0.1%
 
-1251< 0.1%
 
-117.2861< 0.1%
 
-110.1431< 0.1%
 
-94.4291< 0.1%
 
-633< 0.1%
 
-62.7142< 0.1%
 
-62.5711< 0.1%
 
ValueCountFrequency (%) 
14431.4291< 0.1%
 
14324.2861< 0.1%
 
14294.2861< 0.1%
 
14255.5711< 0.1%
 
141791< 0.1%
 
14139.1431< 0.1%
 
14130.5711< 0.1%
 
14083.2861< 0.1%
 
14080.7141< 0.1%
 
140381< 0.1%
 

total_cases_per_million
Real number (ℝ≥0)

MISSING

Distinct58358
Distinct (%)77.3%
Missing1787
Missing (%)2.3%
Infinite0
Infinite (%)0.0%
Mean8290.103995
Minimum0.001
Maximum151258.655
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum0.001
5-th percentile2.5574
Q1161.791
median1137.508
Q37797.146
95-th percentile43576.072
Maximum151258.655
Range151258.654
Interquartile range (IQR)7635.355

Descriptive statistics

Standard deviation16214.40098
Coefficient of variation (CV)1.955874256
Kurtosis12.87285498
Mean8290.103995
Median Absolute Deviation (MAD)1128.194
Skewness3.180273158
Sum625861401.1
Variance262906799.2
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
8.5213220.4%
 
33374.5361600.2%
 
14833.1271590.2%
 
67.5741290.2%
 
3.2561180.2%
 
2.6111050.1%
 
18.2031020.1%
 
322.298920.1%
 
111.857820.1%
 
10.08810.1%
 
250.031810.1%
 
0.034790.1%
 
24.75780.1%
 
20.079760.1%
 
1395.313750.1%
 
281.997750.1%
 
213.297740.1%
 
319.597730.1%
 
2150.143670.1%
 
204.41660.1%
 
8.694640.1%
 
357.197620.1%
 
0.894610.1%
 
222.25530.1%
 
45.269530.1%
 
Other values (58333)7310894.6%
 
(Missing)17872.3%
 
ValueCountFrequency (%) 
0.00118< 0.1%
 
0.00232< 0.1%
 
0.0036< 0.1%
 
0.0045< 0.1%
 
0.00517< 0.1%
 
0.0063< 0.1%
 
0.0079< 0.1%
 
0.0082< 0.1%
 
0.00915< 0.1%
 
0.0126< 0.1%
 
ValueCountFrequency (%) 
151258.6551< 0.1%
 
150624.4741< 0.1%
 
150016.1781< 0.1%
 
149420.8241< 0.1%
 
149058.4351< 0.1%
 
148592.5061< 0.1%
 
147945.3831< 0.1%
 
147453.5691< 0.1%
 
147026.4671< 0.1%
 
146495.8261< 0.1%
 

new_cases_per_million
Real number (ℝ)

MISSING
ZEROS

Distinct33442
Distinct (%)44.3%
Missing1789
Missing (%)2.3%
Infinite0
Infinite (%)0.0%
Mean68.93774023
Minimum-2153.437
Maximum8652.658
Zeros15990
Zeros (%)20.7%
Memory size603.9 KiB

Quantile statistics

Minimum-2153.437
5-th percentile0
Q10.151
median6.71
Q359.754
95-th percentile347.8498
Maximum8652.658
Range10806.095
Interquartile range (IQR)59.603

Descriptive statistics

Standard deviation171.1615008
Coefficient of variation (CV)2.482841768
Kurtosis214.2038914
Mean68.93774023
Median Absolute Deviation (MAD)6.71
Skewness8.313114893
Sum5204316.823
Variance29296.25936
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
01599020.7%
 
0.207910.1%
 
0.042860.1%
 
0.01820.1%
 
0.084810.1%
 
3.48670.1%
 
0.041640.1%
 
0.305630.1%
 
0.168600.1%
 
1.296600.1%
 
0.415600.1%
 
0.06600.1%
 
0.014590.1%
 
0.034540.1%
 
0.067530.1%
 
0.061510.1%
 
0.072500.1%
 
4.563490.1%
 
26.221490.1%
 
0.622480.1%
 
0.414480.1%
 
0.196480.1%
 
0.021480.1%
 
0.392470.1%
 
0.198470.1%
 
Other values (33417)5807875.2%
 
(Missing)17892.3%
 
ValueCountFrequency (%) 
-2153.4371< 0.1%
 
-1590.1471< 0.1%
 
-676.121< 0.1%
 
-559.8441< 0.1%
 
-450.7721< 0.1%
 
-305.7791< 0.1%
 
-265.1891< 0.1%
 
-250.5441< 0.1%
 
-214.6091< 0.1%
 
-206.7421< 0.1%
 
ValueCountFrequency (%) 
8652.6582< 0.1%
 
3869.7991< 0.1%
 
3714.4891< 0.1%
 
3708.2821< 0.1%
 
3475.6721< 0.1%
 
3365.0421< 0.1%
 
3216.5691< 0.1%
 
3205.0831< 0.1%
 
3183.8481< 0.1%
 
3142.2931< 0.1%
 

new_cases_smoothed_per_million
Real number (ℝ)

MISSING
ZEROS

Distinct37603
Distinct (%)50.5%
Missing2785
Missing (%)3.6%
Infinite0
Infinite (%)0.0%
Mean68.69980909
Minimum-276.825
Maximum2648.773
Zeros4667
Zeros (%)6.0%
Memory size603.9 KiB

Quantile statistics

Minimum-276.825
5-th percentile0
Q11.04
median8.864
Q367.241
95-th percentile348.459
Maximum2648.773
Range2925.598
Interquartile range (IQR)66.201

Descriptive statistics

Standard deviation144.3392639
Coefficient of variation (CV)2.101014047
Kurtosis21.21681147
Mean68.69980909
Median Absolute Deviation (MAD)8.835
Skewness3.874454818
Sum5117929.678
Variance20833.82311
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
046676.0%
 
0.0241150.1%
 
0.3271050.1%
 
0.059940.1%
 
0.009900.1%
 
0.026880.1%
 
0.108880.1%
 
0.043870.1%
 
0.017860.1%
 
0.006850.1%
 
0.018810.1%
 
0.016810.1%
 
0.001810.1%
 
0.004770.1%
 
0.02770.1%
 
0.003760.1%
 
0.048760.1%
 
0.159750.1%
 
0.112720.1%
 
0.014720.1%
 
1.288700.1%
 
0.778670.1%
 
0.012650.1%
 
0.03650.1%
 
0.019640.1%
 
Other values (37578)6789387.9%
 
(Missing)27853.6%
 
ValueCountFrequency (%) 
-276.8251< 0.1%
 
-269.9781< 0.1%
 
-266.7831< 0.1%
 
-262.4471< 0.1%
 
-259.4811< 0.1%
 
-256.5141< 0.1%
 
-254.9161< 0.1%
 
-133.0991< 0.1%
 
-120.8163< 0.1%
 
-115.6611< 0.1%
 
ValueCountFrequency (%) 
2648.7732< 0.1%
 
2472.1882< 0.1%
 
1536.031< 0.1%
 
1526.2431< 0.1%
 
1505.3621< 0.1%
 
1478.9961< 0.1%
 
1455.1032< 0.1%
 
1416.9211< 0.1%
 
1412.6793< 0.1%
 
1400.7241< 0.1%
 

total_deaths_per_million
Real number (ℝ≥0)

MISSING

Distinct35606
Distinct (%)53.8%
Missing11113
Missing (%)14.4%
Infinite0
Infinite (%)0.0%
Mean192.2492123
Minimum0.001
Maximum2416.171
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum0.001
5-th percentile0.343
Q15.903
median33.396
Q3204.623
95-th percentile992.5354
Maximum2416.171
Range2416.17
Interquartile range (IQR)198.72

Descriptive statistics

Standard deviation340.5643564
Coefficient of variation (CV)1.771473351
Kurtosis6.462799647
Mean192.2492123
Median Absolute Deviation (MAD)32.324
Skewness2.495680544
Sum12720938.13
Variance115984.0808
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.3523700.5%
 
7.8633340.4%
 
6.8572840.4%
 
0.2942690.3%
 
24.3592670.3%
 
0.0842660.3%
 
2.2312130.3%
 
30.6352120.3%
 
26.2212090.3%
 
0.362040.3%
 
8.051890.2%
 
29.3041790.2%
 
1237.5511790.2%
 
5.1841540.2%
 
61.7411430.2%
 
101.9261360.2%
 
5.7161320.2%
 
0.111300.2%
 
5.031280.2%
 
13.0441240.2%
 
2.851220.2%
 
0.4251180.2%
 
0.8311100.1%
 
16.2131060.1%
 
4.9571050.1%
 
Other values (35581)6148679.6%
 
(Missing)1111314.4%
 
ValueCountFrequency (%) 
0.00116< 0.1%
 
0.00217< 0.1%
 
0.0036< 0.1%
 
0.0048< 0.1%
 
0.00513< 0.1%
 
0.0066< 0.1%
 
0.00711< 0.1%
 
0.0087< 0.1%
 
0.009430.1%
 
0.0110< 0.1%
 
ValueCountFrequency (%) 
2416.1712< 0.1%
 
2376.511< 0.1%
 
2358.5811< 0.1%
 
2357.241< 0.1%
 
2339.6251< 0.1%
 
2327.7744< 0.1%
 
2316.7471< 0.1%
 
2303.3941< 0.1%
 
2298.3091< 0.1%
 
2290.6011< 0.1%
 

new_deaths_per_million
Real number (ℝ)

MISSING
ZEROS

Distinct6585
Distinct (%)9.9%
Missing10955
Missing (%)14.2%
Infinite0
Infinite (%)0.0%
Mean1.421717581
Minimum-76.445
Maximum218.329
Zeros26759
Zeros (%)34.6%
Memory size603.9 KiB

Quantile statistics

Minimum-76.445
5-th percentile0
Q10
median0.11
Q31.175
95-th percentile7.1634
Maximum218.329
Range294.774
Interquartile range (IQR)1.175

Descriptive statistics

Standard deviation3.891871546
Coefficient of variation (CV)2.737443496
Kurtosis370.5381111
Mean1.421717581
Median Absolute Deviation (MAD)0.11
Skewness11.91468058
Sum94298.262
Variance15.14666413
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
02675934.6%
 
0.3471630.2%
 
0.5881630.2%
 
0.0611600.2%
 
0.031390.2%
 
0.1961320.2%
 
0.0011300.2%
 
0.0321290.2%
 
0.2881290.2%
 
0.2021280.2%
 
0.0391250.2%
 
0.0991230.2%
 
0.0881200.2%
 
0.1011180.2%
 
0.0931180.2%
 
0.0341180.2%
 
0.0761170.2%
 
0.0911150.1%
 
0.0491130.1%
 
0.1471120.1%
 
0.0671120.1%
 
0.061100.1%
 
0.0221090.1%
 
0.0771040.1%
 
0.053990.1%
 
Other values (6560)3658247.3%
 
(Missing)1095514.2%
 
ValueCountFrequency (%) 
-76.4451< 0.1%
 
-67.9011< 0.1%
 
-41.0231< 0.1%
 
-22.9721< 0.1%
 
-12.2481< 0.1%
 
-10.0951< 0.1%
 
-7.9921< 0.1%
 
-5.6181< 0.1%
 
-4.531< 0.1%
 
-4.5231< 0.1%
 
ValueCountFrequency (%) 
218.3291< 0.1%
 
176.7931< 0.1%
 
141.8651< 0.1%
 
125.6531< 0.1%
 
117.8881< 0.1%
 
117.8622< 0.1%
 
111.4311< 0.1%
 
104.8853< 0.1%
 
88.3963< 0.1%
 
78.6642< 0.1%
 

new_deaths_smoothed_per_million
Real number (ℝ)

MISSING
ZEROS

Distinct7819
Distinct (%)10.5%
Missing2785
Missing (%)3.6%
Infinite0
Infinite (%)0.0%
Mean1.248111897
Minimum-10.921
Maximum63.14
Zeros21051
Zeros (%)27.2%
Memory size603.9 KiB

Quantile statistics

Minimum-10.921
5-th percentile0
Q10
median0.123
Q31.068
95-th percentile6.5302
Maximum63.14
Range74.061
Interquartile range (IQR)1.068

Descriptive statistics

Standard deviation2.808905615
Coefficient of variation (CV)2.250523868
Kurtosis35.48128236
Mean1.248111897
Median Absolute Deviation (MAD)0.123
Skewness4.557976145
Sum92980.592
Variance7.889950754
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
02105127.2%
 
0.0224550.6%
 
0.0264130.5%
 
0.0133880.5%
 
0.0113790.5%
 
0.0073550.5%
 
0.0093170.4%
 
0.0053140.4%
 
0.0172710.4%
 
0.0062600.3%
 
0.0182590.3%
 
0.0162570.3%
 
0.0522570.3%
 
0.0142520.3%
 
0.0152480.3%
 
0.032460.3%
 
0.0082440.3%
 
0.0032360.3%
 
0.0352320.3%
 
0.0212150.3%
 
0.012150.3%
 
0.052080.3%
 
0.0442040.3%
 
0.0012040.3%
 
0.0122000.3%
 
Other values (7794)4681760.6%
 
(Missing)27853.6%
 
ValueCountFrequency (%) 
-10.9217< 0.1%
 
-9.6563< 0.1%
 
-9.6132< 0.1%
 
-9.5911< 0.1%
 
-9.5471< 0.1%
 
-4.9651< 0.1%
 
-4.7451< 0.1%
 
-4.6051< 0.1%
 
-2.6741< 0.1%
 
-2.5091< 0.1%
 
ValueCountFrequency (%) 
63.142< 0.1%
 
58.9311< 0.1%
 
54.7221< 0.1%
 
42.0944< 0.1%
 
37.8844< 0.1%
 
37.4593< 0.1%
 
33.8381< 0.1%
 
33.7138< 0.1%
 
33.71< 0.1%
 
33.6753< 0.1%
 

reproduction_rate
Real number (ℝ≥0)

MISSING

Distinct352
Distinct (%)0.6%
Missing15074
Missing (%)19.5%
Infinite0
Infinite (%)0.0%
Mean1.016012088
Minimum0
Maximum6.74
Zeros496
Zeros (%)0.6%
Memory size603.9 KiB

Quantile statistics

Minimum0
5-th percentile0.4
Q10.87
median1.03
Q31.17
95-th percentile1.49
Maximum6.74
Range6.74
Interquartile range (IQR)0.3

Descriptive statistics

Standard deviation0.3455219683
Coefficient of variation (CV)0.3400766312
Kurtosis11.59828505
Mean1.016012088
Median Absolute Deviation (MAD)0.15
Skewness0.9228279561
Sum63204.08
Variance0.1193854306
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.0914311.9%
 
1.112711.6%
 
1.0412151.6%
 
1.1112121.6%
 
1.0312041.6%
 
1.0711951.5%
 
1.0111901.5%
 
1.1411881.5%
 
1.0511861.5%
 
1.0811821.5%
 
1.1211591.5%
 
1.1311571.5%
 
1.0611301.5%
 
1.0210931.4%
 
0.9710601.4%
 
110081.3%
 
0.969821.3%
 
0.989671.3%
 
0.999591.2%
 
0.949471.2%
 
1.159391.2%
 
0.959231.2%
 
0.918781.1%
 
0.938481.1%
 
1.168431.1%
 
Other values (327)3504145.3%
 
(Missing)1507419.5%
 
ValueCountFrequency (%) 
04960.6%
 
0.011200.2%
 
0.02470.1%
 
0.0331< 0.1%
 
0.04780.1%
 
0.05570.1%
 
0.0638< 0.1%
 
0.0730< 0.1%
 
0.0823< 0.1%
 
0.0924< 0.1%
 
ValueCountFrequency (%) 
6.741< 0.1%
 
6.71< 0.1%
 
6.161< 0.1%
 
6.081< 0.1%
 
5.581< 0.1%
 
5.11< 0.1%
 
5.011< 0.1%
 
51< 0.1%
 
4.641< 0.1%
 
4.571< 0.1%
 

icu_patients
Categorical

HIGH CARDINALITY
MISSING

Distinct2147
Distinct (%)26.4%
Missing69143
Missing (%)89.5%
Memory size603.9 KiB
0.0
 
418
1.0
 
196
2.0
 
181
3.0
 
141
4.0
 
102
Other values (2142)
7101 
ValueCountFrequency (%) 
0.04180.5%
 
1.01960.3%
 
2.01810.2%
 
3.01410.2%
 
4.01020.1%
 
6.0820.1%
 
5.0780.1%
 
11.0740.1%
 
15.0730.1%
 
17.0630.1%
 
9.0620.1%
 
16.0600.1%
 
10.0590.1%
 
20.0560.1%
 
41.0550.1%
 
14.0530.1%
 
13.0530.1%
 
31.0520.1%
 
30.0510.1%
 
12.0510.1%
 
21.0500.1%
 
32.0490.1%
 
23.0460.1%
 
7.0460.1%
 
35.0460.1%
 
Other values (2122)59427.7%
 
(Missing)6914389.5%
 
Frequencies of value counts

Unique

Unique1279 ?
Unique (%)15.7%
Histogram of lengths of the category

Length

Max length7
Median length3
Mean length3.166481199
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n13828656.5%
 
a6914328.3%
 
099864.1%
 
.81393.3%
 
133601.4%
 
230471.2%
 
325801.1%
 
421260.9%
 
519180.8%
 
617250.7%
 
715610.6%
 
814530.6%
 
913880.6%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter20742984.8%
 
Decimal Number2914411.9%
 
Other Punctuation81393.3%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n13828666.7%
 
a6914333.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
0998634.3%
 
1336011.5%
 
2304710.5%
 
325808.9%
 
421267.3%
 
519186.6%
 
617255.9%
 
715615.4%
 
814535.0%
 
913884.8%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.8139100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin20742984.8%
 
Common3728315.2%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n13828666.7%
 
a6914333.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
0998626.8%
 
.813921.8%
 
133609.0%
 
230478.2%
 
325806.9%
 
421265.7%
 
519185.1%
 
617254.6%
 
715614.2%
 
814533.9%
 
913883.7%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII244712100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n13828656.5%
 
a6914328.3%
 
099864.1%
 
.81393.3%
 
133601.4%
 
230471.2%
 
325801.1%
 
421260.9%
 
519180.8%
 
617250.7%
 
715610.6%
 
814530.6%
 
913880.6%
 

icu_patients_per_million
Categorical

HIGH CARDINALITY
MISSING

Distinct4507
Distinct (%)55.4%
Missing69143
Missing (%)89.5%
Memory size603.9 KiB
0.0
 
418
0.754
 
56
1.508
 
42
2.283
 
39
1.142
 
34
Other values (4502)
7550 
ValueCountFrequency (%) 
0.04180.5%
 
0.754560.1%
 
1.508420.1%
 
2.283390.1%
 
1.14234< 0.1%
 
1.59833< 0.1%
 
3.19530< 0.1%
 
4.79329< 0.1%
 
1.44328< 0.1%
 
0.51823< 0.1%
 
0.48122< 0.1%
 
3.42522< 0.1%
 
8.79121< 0.1%
 
1.21521< 0.1%
 
3.01521< 0.1%
 
6.3920< 0.1%
 
5.86120< 0.1%
 
0.96220< 0.1%
 
0.1818< 0.1%
 
13.717< 0.1%
 
14.84217< 0.1%
 
2.93517< 0.1%
 
3.76915< 0.1%
 
0.34515< 0.1%
 
4.52314< 0.1%
 
Other values (4482)71279.2%
 
(Missing)6914389.5%
 
Frequencies of value counts

Unique

Unique3296 ?
Unique (%)40.5%
Histogram of lengths of the category

Length

Max length7
Median length3
Mean length3.2482855
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n13828655.1%
 
a6914327.5%
 
.81393.2%
 
147231.9%
 
241041.6%
 
340261.6%
 
536321.4%
 
435911.4%
 
032461.3%
 
731151.2%
 
631051.2%
 
830841.2%
 
928401.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter20742982.6%
 
Decimal Number3546614.1%
 
Other Punctuation81393.2%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n13828666.7%
 
a6914333.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
1472313.3%
 
2410411.6%
 
3402611.4%
 
5363210.2%
 
4359110.1%
 
032469.2%
 
731158.8%
 
631058.8%
 
830848.7%
 
928408.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.8139100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin20742982.6%
 
Common4360517.4%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n13828666.7%
 
a6914333.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.813918.7%
 
1472310.8%
 
241049.4%
 
340269.2%
 
536328.3%
 
435918.2%
 
032467.4%
 
731157.1%
 
631057.1%
 
830847.1%
 
928406.5%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII251034100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n13828655.1%
 
a6914327.5%
 
.81393.2%
 
147231.9%
 
241041.6%
 
340261.6%
 
536321.4%
 
435911.4%
 
032461.3%
 
731151.2%
 
631051.2%
 
830841.2%
 
928401.1%
 

hosp_patients
Categorical

HIGH CARDINALITY
MISSING

Distinct4208
Distinct (%)43.2%
Missing67532
Missing (%)87.4%
Memory size603.9 KiB
0.0
 
151
6.0
 
82
4.0
 
78
7.0
 
78
1.0
 
76
Other values (4203)
9285 
ValueCountFrequency (%) 
0.01510.2%
 
6.0820.1%
 
4.0780.1%
 
7.0780.1%
 
1.0760.1%
 
5.0650.1%
 
3.0600.1%
 
2.0580.1%
 
9.0510.1%
 
18.0500.1%
 
8.0490.1%
 
22.0450.1%
 
12.0450.1%
 
16.0450.1%
 
10.0430.1%
 
11.0430.1%
 
19.0420.1%
 
21.0410.1%
 
20.0390.1%
 
17.036< 0.1%
 
24.035< 0.1%
 
23.033< 0.1%
 
15.032< 0.1%
 
27.030< 0.1%
 
38.030< 0.1%
 
Other values (4183)841310.9%
 
(Missing)6753287.4%
 
Frequencies of value counts

Unique

Unique2867 ?
Unique (%)29.4%
Histogram of lengths of the category

Length

Max length8
Median length3
Mean length3.278926529
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n13506453.3%
 
a6753226.7%
 
0121894.8%
 
.97503.8%
 
154012.1%
 
244321.7%
 
332871.3%
 
429311.2%
 
526601.0%
 
726351.0%
 
625881.0%
 
825171.0%
 
924161.0%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter20259680.0%
 
Decimal Number4105616.2%
 
Other Punctuation97503.8%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n13506466.7%
 
a6753233.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
01218929.7%
 
1540113.2%
 
2443210.8%
 
332878.0%
 
429317.1%
 
526606.5%
 
726356.4%
 
625886.3%
 
825176.1%
 
924165.9%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.9750100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin20259680.0%
 
Common5080620.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n13506466.7%
 
a6753233.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
01218924.0%
 
.975019.2%
 
1540110.6%
 
244328.7%
 
332876.5%
 
429315.8%
 
526605.2%
 
726355.2%
 
625885.1%
 
825175.0%
 
924164.8%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII253402100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n13506453.3%
 
a6753226.7%
 
0121894.8%
 
.97503.8%
 
154012.1%
 
244321.7%
 
332871.3%
 
429311.2%
 
526601.0%
 
726351.0%
 
625881.0%
 
825171.0%
 
924161.0%
 

hosp_patients_per_million
Categorical

HIGH CARDINALITY
MISSING

Distinct7336
Distinct (%)75.2%
Missing67532
Missing (%)87.4%
Memory size603.9 KiB
0.0
 
151
2.93
 
36
4.567
 
23
5.861
 
19
3.015
 
19
Other values (7331)
9502 
ValueCountFrequency (%) 
0.01510.2%
 
2.9336< 0.1%
 
4.56723< 0.1%
 
5.86119< 0.1%
 
3.01519< 0.1%
 
3.71118< 0.1%
 
1.5917< 0.1%
 
7.99217< 0.1%
 
2.65116< 0.1%
 
0.75416< 0.1%
 
2.88615< 0.1%
 
2.12115< 0.1%
 
6.8514< 0.1%
 
5.70814< 0.1%
 
6.78513< 0.1%
 
2.26212< 0.1%
 
1.14212< 0.1%
 
4.77111< 0.1%
 
10.58211< 0.1%
 
1.09911< 0.1%
 
3.10810< 0.1%
 
3.97110< 0.1%
 
5.27710< 0.1%
 
8.17710< 0.1%
 
1.50810< 0.1%
 
Other values (7311)924012.0%
 
(Missing)6753287.4%
 
Frequencies of value counts

Unique

Unique6209 ?
Unique (%)63.7%
Histogram of lengths of the category

Length

Max length8
Median length3
Mean length3.394360912
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n13506451.5%
 
a6753225.7%
 
.97503.7%
 
168422.6%
 
258102.2%
 
355872.1%
 
551151.9%
 
449681.9%
 
648221.8%
 
745561.7%
 
843841.7%
 
942991.6%
 
035941.4%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter20259677.2%
 
Decimal Number4997719.1%
 
Other Punctuation97503.7%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n13506466.7%
 
a6753233.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
1684213.7%
 
2581011.6%
 
3558711.2%
 
5511510.2%
 
449689.9%
 
648229.6%
 
745569.1%
 
843848.8%
 
942998.6%
 
035947.2%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.9750100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin20259677.2%
 
Common5972722.8%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n13506466.7%
 
a6753233.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.975016.3%
 
1684211.5%
 
258109.7%
 
355879.4%
 
551158.6%
 
449688.3%
 
648228.1%
 
745567.6%
 
843847.3%
 
942997.2%
 
035946.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII262323100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n13506451.5%
 
a6753225.7%
 
.97503.7%
 
168422.6%
 
258102.2%
 
355872.1%
 
551151.9%
 
449681.9%
 
648221.8%
 
745561.7%
 
843841.7%
 
942991.6%
 
035941.4%
 

weekly_icu_admissions
Categorical

HIGH CARDINALITY
MISSING

Distinct532
Distinct (%)74.6%
Missing76569
Missing (%)99.1%
Memory size603.9 KiB
0.0
 
12
1.01
 
12
0.986
 
10
3.432
 
10
0.998
 
8
Other values (527)
661 
ValueCountFrequency (%) 
0.012< 0.1%
 
1.0112< 0.1%
 
0.98610< 0.1%
 
3.43210< 0.1%
 
0.9988< 0.1%
 
0.9956< 0.1%
 
2.024< 0.1%
 
1.9734< 0.1%
 
14.144< 0.1%
 
4.294< 0.1%
 
3.034< 0.1%
 
1.9454< 0.1%
 
2.9844< 0.1%
 
0.9894< 0.1%
 
2.9764< 0.1%
 
1.9894< 0.1%
 
7.9854< 0.1%
 
4.9324< 0.1%
 
0.9924< 0.1%
 
23.8714< 0.1%
 
5.1494< 0.1%
 
3.894< 0.1%
 
3.9934< 0.1%
 
3.9684< 0.1%
 
7.8234< 0.1%
 
Other values (507)5790.7%
 
(Missing)7656999.1%
 
Frequencies of value counts

Unique

Unique447 ?
Unique (%)62.7%
Histogram of lengths of the category

Length

Max length8
Median length3
Mean length3.02613804
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n15313865.5%
 
a7656932.7%
 
.7130.3%
 
15170.2%
 
94170.2%
 
23820.2%
 
03360.1%
 
83300.1%
 
33190.1%
 
42950.1%
 
52910.1%
 
62800.1%
 
72790.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter22970798.2%
 
Decimal Number34461.5%
 
Other Punctuation7130.3%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n15313866.7%
 
a7656933.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
151715.0%
 
941712.1%
 
238211.1%
 
03369.8%
 
83309.6%
 
33199.3%
 
42958.6%
 
52918.4%
 
62808.1%
 
72798.1%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.713100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin22970798.2%
 
Common41591.8%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n15313866.7%
 
a7656933.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.71317.1%
 
151712.4%
 
941710.0%
 
23829.2%
 
03368.1%
 
83307.9%
 
33197.7%
 
42957.1%
 
52917.0%
 
62806.7%
 
72796.7%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII233866100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n15313865.5%
 
a7656932.7%
 
.7130.3%
 
15170.2%
 
94170.2%
 
23820.2%
 
03360.1%
 
83300.1%
 
33190.1%
 
42950.1%
 
52910.1%
 
62800.1%
 
72790.1%
 

weekly_icu_admissions_per_million
Categorical

HIGH CARDINALITY
MISSING

Distinct528
Distinct (%)74.1%
Missing76569
Missing (%)99.1%
Memory size603.9 KiB
0.186
 
12
0.0
 
12
1.126
 
10
7.774
 
10
0.752
 
8
Other values (523)
661 
ValueCountFrequency (%) 
0.18612< 0.1%
 
0.012< 0.1%
 
1.12610< 0.1%
 
7.77410< 0.1%
 
0.7528< 0.1%
 
0.3738< 0.1%
 
0.2016< 0.1%
 
0.7754< 0.1%
 
0.1874< 0.1%
 
11.664< 0.1%
 
9.7174< 0.1%
 
0.5594< 0.1%
 
1.9094< 0.1%
 
6.024< 0.1%
 
2.6084< 0.1%
 
1.4314< 0.1%
 
3.014< 0.1%
 
0.4034< 0.1%
 
0.4774< 0.1%
 
5.6314< 0.1%
 
4.8344< 0.1%
 
2.2524< 0.1%
 
0.5244< 0.1%
 
0.6044< 0.1%
 
1.3563< 0.1%
 
Other values (503)5760.7%
 
(Missing)7656999.1%
 
Frequencies of value counts

Unique

Unique441 ?
Unique (%)61.9%
Histogram of lengths of the category

Length

Max length7
Median length3
Mean length3.021609172
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n15313865.6%
 
a7656932.8%
 
.7130.3%
 
15030.2%
 
23520.2%
 
03210.1%
 
33130.1%
 
72970.1%
 
42920.1%
 
52730.1%
 
62670.1%
 
92440.1%
 
82340.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter22970798.4%
 
Decimal Number30961.3%
 
Other Punctuation7130.3%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n15313866.7%
 
a7656933.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
150316.2%
 
235211.4%
 
032110.4%
 
331310.1%
 
72979.6%
 
42929.4%
 
52738.8%
 
62678.6%
 
92447.9%
 
82347.6%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.713100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin22970798.4%
 
Common38091.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n15313866.7%
 
a7656933.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.71318.7%
 
150313.2%
 
23529.2%
 
03218.4%
 
33138.2%
 
72977.8%
 
42927.7%
 
52737.2%
 
62677.0%
 
92446.4%
 
82346.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII233516100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n15313865.6%
 
a7656932.8%
 
.7130.3%
 
15030.2%
 
23520.2%
 
03210.1%
 
33130.1%
 
72970.1%
 
42920.1%
 
52730.1%
 
62670.1%
 
92440.1%
 
82340.1%
 

weekly_hosp_admissions
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct1167
Distinct (%)88.9%
Missing75969
Missing (%)98.3%
Memory size603.9 KiB
0.0
 
16
0.986
 
9
0.937
 
9
0.858
 
6
0.989
 
4
Other values (1162)
1269 
ValueCountFrequency (%) 
0.016< 0.1%
 
0.9869< 0.1%
 
0.9379< 0.1%
 
0.8586< 0.1%
 
0.9894< 0.1%
 
3.4324< 0.1%
 
5.9184< 0.1%
 
4.9914< 0.1%
 
3.9553< 0.1%
 
2.023< 0.1%
 
6.823< 0.1%
 
0.9983< 0.1%
 
2.9663< 0.1%
 
1.9773< 0.1%
 
3.9453< 0.1%
 
12.123< 0.1%
 
91.913< 0.1%
 
3.7493< 0.1%
 
127.7573< 0.1%
 
5.9683< 0.1%
 
10.13< 0.1%
 
0.9923< 0.1%
 
4.9443< 0.1%
 
21.8853< 0.1%
 
1.9733< 0.1%
 
Other values (1142)12061.6%
 
(Missing)7596998.3%
 
Frequencies of value counts

Unique

Unique1080 ?
Unique (%)82.3%
Histogram of lengths of the category

Length

Max length9
Median length3
Mean length3.060712714
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n15193864.2%
 
a7596932.1%
 
.13130.6%
 
19850.4%
 
28420.4%
 
37690.3%
 
47260.3%
 
97120.3%
 
87090.3%
 
06710.3%
 
76540.3%
 
66480.3%
 
56020.3%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter22790796.4%
 
Decimal Number73183.1%
 
Other Punctuation13130.6%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n15193866.7%
 
a7596933.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
198513.5%
 
284211.5%
 
376910.5%
 
47269.9%
 
97129.7%
 
87099.7%
 
06719.2%
 
76548.9%
 
66488.9%
 
56028.2%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.1313100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin22790796.4%
 
Common86313.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n15193866.7%
 
a7596933.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.131315.2%
 
198511.4%
 
28429.8%
 
37698.9%
 
47268.4%
 
97128.2%
 
87098.2%
 
06717.8%
 
76547.6%
 
66487.5%
 
56027.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII236538100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n15193864.2%
 
a7596932.1%
 
.13130.6%
 
19850.4%
 
28420.4%
 
37690.3%
 
47260.3%
 
97120.3%
 
87090.3%
 
06710.3%
 
76540.3%
 
66480.3%
 
56020.3%
 

weekly_hosp_admissions_per_million
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct1165
Distinct (%)88.7%
Missing75969
Missing (%)98.3%
Memory size603.9 KiB
0.0
 
16
2.746
 
9
1.126
 
9
1.943
 
7
7.774
 
4
Other values (1160)
1268 
ValueCountFrequency (%) 
0.016< 0.1%
 
2.7469< 0.1%
 
1.1269< 0.1%
 
1.9437< 0.1%
 
7.7744< 0.1%
 
0.5244< 0.1%
 
3.7624< 0.1%
 
6.7574< 0.1%
 
12.5293< 0.1%
 
3.1453< 0.1%
 
4.5043< 0.1%
 
3.7783< 0.1%
 
0.3733< 0.1%
 
2.6213< 0.1%
 
1.0483< 0.1%
 
16.9543< 0.1%
 
1.8633< 0.1%
 
1.2093< 0.1%
 
0.7523< 0.1%
 
10.9853< 0.1%
 
2.2363< 0.1%
 
2.5053< 0.1%
 
2.0973< 0.1%
 
1.5733< 0.1%
 
0.4773< 0.1%
 
Other values (1140)12051.6%
 
(Missing)7596998.3%
 
Frequencies of value counts

Unique

Unique1077 ?
Unique (%)82.0%
Histogram of lengths of the category

Length

Max length8
Median length3
Mean length3.049507
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n15193864.5%
 
a7596932.2%
 
.13130.6%
 
19920.4%
 
27830.3%
 
36920.3%
 
46470.3%
 
56320.3%
 
76210.3%
 
65760.2%
 
85270.2%
 
95180.2%
 
04640.2%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter22790796.7%
 
Decimal Number64522.7%
 
Other Punctuation13130.6%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n15193866.7%
 
a7596933.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
199215.4%
 
278312.1%
 
369210.7%
 
464710.0%
 
56329.8%
 
76219.6%
 
65768.9%
 
85278.2%
 
95188.0%
 
04647.2%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.1313100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin22790796.7%
 
Common77653.3%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n15193866.7%
 
a7596933.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.131316.9%
 
199212.8%
 
278310.1%
 
36928.9%
 
46478.3%
 
56328.1%
 
76218.0%
 
65767.4%
 
85276.8%
 
95186.7%
 
04646.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII235672100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n15193864.5%
 
a7596932.2%
 
.13130.6%
 
19920.4%
 
27830.3%
 
36920.3%
 
46470.3%
 
56320.3%
 
76210.3%
 
65760.2%
 
85270.2%
 
95180.2%
 
04640.2%
 

new_tests
Categorical

HIGH CARDINALITY
MISSING

Distinct19143
Distinct (%)54.3%
Missing42023
Missing (%)54.4%
Memory size603.9 KiB
1.0
 
69
2.0
 
52
5.0
 
36
4.0
 
35
3.0
 
33
Other values (19138)
35034 
ValueCountFrequency (%) 
1.0690.1%
 
2.0520.1%
 
5.036< 0.1%
 
4.035< 0.1%
 
3.033< 0.1%
 
10.027< 0.1%
 
7.024< 0.1%
 
18.024< 0.1%
 
12.023< 0.1%
 
24.022< 0.1%
 
25.021< 0.1%
 
6.021< 0.1%
 
29.021< 0.1%
 
33.019< 0.1%
 
16.019< 0.1%
 
27.018< 0.1%
 
43.018< 0.1%
 
242.018< 0.1%
 
9.018< 0.1%
 
26.018< 0.1%
 
22.018< 0.1%
 
50.017< 0.1%
 
56.017< 0.1%
 
17.017< 0.1%
 
135.017< 0.1%
 
Other values (19118)3463744.8%
 
(Missing)4202354.4%
 
Frequencies of value counts

Unique

Unique13043 ?
Unique (%)37.0%
Histogram of lengths of the category

Length

Max length9
Median length3
Mean length4.457389819
Min length3

Overview of Unicode Properties

Unique unicode characters14
Unique unicode categories4 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n8404624.4%
 
04741313.8%
 
a4202312.2%
 
.3525910.2%
 
1227546.6%
 
2182425.3%
 
3161714.7%
 
4152924.4%
 
5139014.0%
 
6127983.7%
 
7124293.6%
 
8120893.5%
 
9120483.5%
 
-11< 0.1%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number18313753.2%
 
Lowercase Letter12606936.6%
 
Other Punctuation3525910.2%
 
Dash Punctuation11< 0.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n8404666.7%
 
a4202333.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
04741325.9%
 
12275412.4%
 
21824210.0%
 
3161718.8%
 
4152928.4%
 
5139017.6%
 
6127987.0%
 
7124296.8%
 
8120896.6%
 
9120486.6%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.35259100.0%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-11100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common21840763.4%
 
Latin12606936.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n8404666.7%
 
a4202333.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
04741321.7%
 
.3525916.1%
 
12275410.4%
 
2182428.4%
 
3161717.4%
 
4152927.0%
 
5139016.4%
 
6127985.9%
 
7124295.7%
 
8120895.5%
 
9120485.5%
 
-11< 0.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII344476100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n8404624.4%
 
04741313.8%
 
a4202312.2%
 
.3525910.2%
 
1227546.6%
 
2182425.3%
 
3161714.7%
 
4152924.4%
 
5139014.0%
 
6127983.7%
 
7124293.6%
 
8120893.5%
 
9120483.5%
 
-11< 0.1%
 

total_tests
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct34144
Distinct (%)97.5%
Missing42254
Missing (%)54.7%
Memory size603.9 KiB
2.0
 
11
4.0
 
10
1.0
 
9
25.0
 
7
16.0
 
7
Other values (34139)
34984 
ValueCountFrequency (%) 
2.011< 0.1%
 
4.010< 0.1%
 
1.09< 0.1%
 
25.07< 0.1%
 
16.07< 0.1%
 
23.07< 0.1%
 
8.07< 0.1%
 
5.06< 0.1%
 
13.06< 0.1%
 
12.06< 0.1%
 
36.06< 0.1%
 
6.06< 0.1%
 
111.06< 0.1%
 
9.06< 0.1%
 
10.06< 0.1%
 
35.06< 0.1%
 
33.05< 0.1%
 
17.05< 0.1%
 
745.05< 0.1%
 
11.05< 0.1%
 
14.05< 0.1%
 
18.05< 0.1%
 
367.05< 0.1%
 
46.05< 0.1%
 
58.05< 0.1%
 
Other values (34119)3487145.1%
 
(Missing)4225454.7%
 
Frequencies of value counts

Unique

Unique33487 ?
Unique (%)95.6%
Histogram of lengths of the category

Length

Max length11
Median length3
Mean length5.312815403
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n8450820.6%
 
05385513.1%
 
a4225410.3%
 
.350288.5%
 
1284866.9%
 
2245566.0%
 
3225735.5%
 
4213505.2%
 
5204925.0%
 
6199834.9%
 
7195754.8%
 
8191284.7%
 
9187974.6%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number24879560.6%
 
Lowercase Letter12676230.9%
 
Other Punctuation350288.5%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n8450866.7%
 
a4225433.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
05385521.6%
 
12848611.4%
 
2245569.9%
 
3225739.1%
 
4213508.6%
 
5204928.2%
 
6199838.0%
 
7195757.9%
 
8191287.7%
 
9187977.6%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.35028100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common28382369.1%
 
Latin12676230.9%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n8450866.7%
 
a4225433.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
05385519.0%
 
.3502812.3%
 
12848610.0%
 
2245568.7%
 
3225738.0%
 
4213507.5%
 
5204927.2%
 
6199837.0%
 
7195756.9%
 
8191286.7%
 
9187976.6%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII410585100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n8450820.6%
 
05385513.1%
 
a4225410.3%
 
.350288.5%
 
1284866.9%
 
2245566.0%
 
3225735.5%
 
4213505.2%
 
5204925.0%
 
6199834.9%
 
7195754.8%
 
8191284.7%
 
9187974.6%
 

total_tests_per_thousand
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct29675
Distinct (%)84.7%
Missing42254
Missing (%)54.7%
Memory size603.9 KiB
0.001
 
86
0.0
 
63
0.002
 
51
0.003
 
44
0.01
 
33
Other values (29670)
34751 
ValueCountFrequency (%) 
0.001860.1%
 
0.0630.1%
 
0.002510.1%
 
0.003440.1%
 
0.0133< 0.1%
 
0.00432< 0.1%
 
0.00732< 0.1%
 
0.01525< 0.1%
 
0.00624< 0.1%
 
0.00824< 0.1%
 
0.00923< 0.1%
 
0.00523< 0.1%
 
0.01222< 0.1%
 
0.01121< 0.1%
 
0.01719< 0.1%
 
0.01819< 0.1%
 
0.02217< 0.1%
 
0.07216< 0.1%
 
0.02716< 0.1%
 
0.01415< 0.1%
 
0.01314< 0.1%
 
0.0213< 0.1%
 
0.03313< 0.1%
 
0.01612< 0.1%
 
0.08312< 0.1%
 
Other values (29650)3435944.5%
 
(Missing)4225454.7%
 
Frequencies of value counts

Unique

Unique26323 ?
Unique (%)75.1%
Histogram of lengths of the category

Length

Max length8
Median length3
Mean length4.366708936
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n8450825.0%
 
a4225412.5%
 
.3502810.4%
 
1250637.4%
 
2206996.1%
 
3184355.5%
 
4173955.2%
 
5167125.0%
 
6160454.8%
 
7158454.7%
 
8153214.5%
 
0152374.5%
 
9149264.4%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number17567852.1%
 
Lowercase Letter12676237.6%
 
Other Punctuation3502810.4%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n8450866.7%
 
a4225433.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
12506314.3%
 
22069911.8%
 
31843510.5%
 
4173959.9%
 
5167129.5%
 
6160459.1%
 
7158459.0%
 
8153218.7%
 
0152378.7%
 
9149268.5%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.35028100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common21070662.4%
 
Latin12676237.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n8450866.7%
 
a4225433.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.3502816.6%
 
12506311.9%
 
2206999.8%
 
3184358.7%
 
4173958.3%
 
5167127.9%
 
6160457.6%
 
7158457.5%
 
8153217.3%
 
0152377.2%
 
9149267.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII337468100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n8450825.0%
 
a4225412.5%
 
.3502810.4%
 
1250637.4%
 
2206996.1%
 
3184355.5%
 
4173955.2%
 
5167125.0%
 
6160454.8%
 
7158454.7%
 
8153214.5%
 
0152374.5%
 
9149264.4%
 

new_tests_per_thousand
Categorical

HIGH CARDINALITY
MISSING

Distinct6297
Distinct (%)17.9%
Missing42023
Missing (%)54.4%
Memory size603.9 KiB
0.0
 
278
0.001
 
243
0.002
 
212
0.004
 
168
0.005
 
164
Other values (6292)
34194 
ValueCountFrequency (%) 
0.02780.4%
 
0.0012430.3%
 
0.0022120.3%
 
0.0041680.2%
 
0.0051640.2%
 
0.0031590.2%
 
0.0061570.2%
 
0.0071500.2%
 
0.0081340.2%
 
0.0121190.2%
 
0.0091170.2%
 
0.0141020.1%
 
0.0111010.1%
 
0.05990.1%
 
0.013970.1%
 
0.01950.1%
 
0.041920.1%
 
0.036920.1%
 
0.045920.1%
 
0.059910.1%
 
0.018910.1%
 
0.015900.1%
 
0.057890.1%
 
0.033890.1%
 
0.054880.1%
 
Other values (6272)3205041.5%
 
(Missing)4202354.4%
 
Frequencies of value counts

Unique

Unique2891 ?
Unique (%)8.2%
Histogram of lengths of the category

Length

Max length7
Median length3
Mean length3.871250744
Min length3

Overview of Unicode Properties

Unique unicode characters14
Unique unicode categories4 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n8404628.1%
 
a4202314.0%
 
03719412.4%
 
.3525911.8%
 
1182276.1%
 
2136124.5%
 
3121594.1%
 
4106683.6%
 
5101463.4%
 
696533.2%
 
791633.1%
 
886872.9%
 
983302.8%
 
-11< 0.1%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number13783946.1%
 
Lowercase Letter12606942.1%
 
Other Punctuation3525911.8%
 
Dash Punctuation11< 0.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n8404666.7%
 
a4202333.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
03719427.0%
 
11822713.2%
 
2136129.9%
 
3121598.8%
 
4106687.7%
 
5101467.4%
 
696537.0%
 
791636.6%
 
886876.3%
 
983306.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.35259100.0%
 

Most frequent Dash Punctuation characters

ValueCountFrequency (%) 
-11100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common17310957.9%
 
Latin12606942.1%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n8404666.7%
 
a4202333.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
03719421.5%
 
.3525920.4%
 
11822710.5%
 
2136127.9%
 
3121597.0%
 
4106686.2%
 
5101465.9%
 
696535.6%
 
791635.3%
 
886875.0%
 
983304.8%
 
-11< 0.1%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII299178100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n8404628.1%
 
a4202314.0%
 
03719412.4%
 
.3525911.8%
 
1182276.1%
 
2136124.5%
 
3121594.1%
 
4106683.6%
 
5101463.4%
 
696533.2%
 
791633.1%
 
886872.9%
 
983302.8%
 
-11< 0.1%
 

new_tests_smoothed
Categorical

HIGH CARDINALITY
MISSING

Distinct21517
Distinct (%)53.3%
Missing36926
Missing (%)47.8%
Memory size603.9 KiB
0.0
 
73
1.0
 
69
2.0
 
58
3.0
 
34
5.0
 
33
Other values (21512)
40089 
ValueCountFrequency (%) 
0.0730.1%
 
1.0690.1%
 
2.0580.1%
 
3.034< 0.1%
 
5.033< 0.1%
 
4.030< 0.1%
 
341.028< 0.1%
 
273.027< 0.1%
 
7.023< 0.1%
 
40.023< 0.1%
 
39.022< 0.1%
 
1093.021< 0.1%
 
8.021< 0.1%
 
51.021< 0.1%
 
27.020< 0.1%
 
29.020< 0.1%
 
57.020< 0.1%
 
264.020< 0.1%
 
2470.020< 0.1%
 
202.019< 0.1%
 
6.019< 0.1%
 
30.019< 0.1%
 
69.019< 0.1%
 
543.019< 0.1%
 
20.018< 0.1%
 
Other values (21492)3966051.3%
 
(Missing)3692647.8%
 
Frequencies of value counts

Unique

Unique14643 ?
Unique (%)36.3%
Histogram of lengths of the category

Length

Max length9
Median length5
Mean length4.682798064
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n7385220.4%
 
05439415.0%
 
.4035611.2%
 
a3692610.2%
 
1256877.1%
 
2210845.8%
 
3193935.4%
 
4178284.9%
 
5157404.3%
 
6145434.0%
 
7141673.9%
 
9139923.9%
 
8139343.9%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number21076258.2%
 
Lowercase Letter11077830.6%
 
Other Punctuation4035611.2%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n7385266.7%
 
a3692633.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
05439425.8%
 
12568712.2%
 
22108410.0%
 
3193939.2%
 
4178288.5%
 
5157407.5%
 
6145436.9%
 
7141676.7%
 
9139926.6%
 
8139346.6%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.40356100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common25111869.4%
 
Latin11077830.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n7385266.7%
 
a3692633.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
05439421.7%
 
.4035616.1%
 
12568710.2%
 
2210848.4%
 
3193937.7%
 
4178287.1%
 
5157406.3%
 
6145435.8%
 
7141675.6%
 
9139925.6%
 
8139345.5%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII361896100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n7385220.4%
 
05439415.0%
 
.4035611.2%
 
a3692610.2%
 
1256877.1%
 
2210845.8%
 
3193935.4%
 
4178284.9%
 
5157404.3%
 
6145434.0%
 
7141673.9%
 
9139923.9%
 
8139343.9%
 

new_tests_smoothed_per_thousand
Categorical

HIGH CARDINALITY
MISSING

Distinct6506
Distinct (%)16.1%
Missing36926
Missing (%)47.8%
Memory size603.9 KiB
0.0
 
389
0.001
 
228
0.002
 
202
0.006
 
188
0.004
 
153
Other values (6501)
39196 
ValueCountFrequency (%) 
0.03890.5%
 
0.0012280.3%
 
0.0022020.3%
 
0.0061880.2%
 
0.0041530.2%
 
0.0051520.2%
 
0.0031410.2%
 
0.0141390.2%
 
0.0071390.2%
 
0.0131360.2%
 
0.0081300.2%
 
0.0451290.2%
 
0.011290.2%
 
0.0461280.2%
 
0.0251260.2%
 
0.0211250.2%
 
0.0091170.2%
 
0.0151150.1%
 
0.0161140.1%
 
0.0171100.1%
 
0.061090.1%
 
0.0111090.1%
 
0.0441080.1%
 
0.0181070.1%
 
0.0581050.1%
 
Other values (6481)3672847.5%
 
(Missing)3692647.8%
 
Frequencies of value counts

Unique

Unique2765 ?
Unique (%)6.9%
Histogram of lengths of the category

Length

Max length6
Median length4
Mean length3.992520897
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n7385223.9%
 
04225013.7%
 
.4035613.1%
 
a3692612.0%
 
1206326.7%
 
2156705.1%
 
3134844.4%
 
4123154.0%
 
5117483.8%
 
6110183.6%
 
7105833.4%
 
8101813.3%
 
995353.1%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number15741651.0%
 
Lowercase Letter11077835.9%
 
Other Punctuation4035613.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n7385266.7%
 
a3692633.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
04225026.8%
 
12063213.1%
 
21567010.0%
 
3134848.6%
 
4123157.8%
 
5117487.5%
 
6110187.0%
 
7105836.7%
 
8101816.5%
 
995356.1%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.40356100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common19777264.1%
 
Latin11077835.9%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n7385266.7%
 
a3692633.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
04225021.4%
 
.4035620.4%
 
12063210.4%
 
2156707.9%
 
3134846.8%
 
4123156.2%
 
5117485.9%
 
6110185.6%
 
7105835.4%
 
8101815.1%
 
995354.8%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII308550100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n7385223.9%
 
04225013.7%
 
.4035613.1%
 
a3692612.0%
 
1206326.7%
 
2156705.1%
 
3134844.4%
 
4123154.0%
 
5117483.8%
 
6110183.6%
 
7105833.4%
 
8101813.3%
 
995353.1%
 

positive_rate
Categorical

HIGH CARDINALITY
MISSING

Distinct566
Distinct (%)1.5%
Missing38254
Missing (%)49.5%
Memory size603.9 KiB
0.0
 
1173
0.001
 
1090
0.002
 
784
0.004
 
763
0.005
 
682
Other values (561)
34536 
ValueCountFrequency (%) 
0.011731.5%
 
0.00110901.4%
 
0.0027841.0%
 
0.0047631.0%
 
0.0056820.9%
 
0.0036650.9%
 
0.0065580.7%
 
0.0074960.6%
 
0.0084850.6%
 
0.0094700.6%
 
0.0154630.6%
 
0.014360.6%
 
0.0144280.6%
 
0.0114270.6%
 
0.0184160.5%
 
0.0163900.5%
 
0.0173870.5%
 
0.0193850.5%
 
0.0123820.5%
 
0.0233620.5%
 
0.0133520.5%
 
0.023490.5%
 
0.0213490.5%
 
0.0253410.4%
 
0.0273180.4%
 
Other values (541)2607733.7%
 
(Missing)3825449.5%
 
Frequencies of value counts

Unique

Unique42 ?
Unique (%)0.1%
Histogram of lengths of the category

Length

Max length5
Median length3
Mean length3.933593851
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n7650825.2%
 
07314424.1%
 
.3902812.8%
 
a3825412.6%
 
1176195.8%
 
2119853.9%
 
390473.0%
 
477642.6%
 
568452.3%
 
664232.1%
 
760122.0%
 
858231.9%
 
955441.8%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number15020649.4%
 
Lowercase Letter11476237.8%
 
Other Punctuation3902812.8%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n7650866.7%
 
a3825433.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
07314448.7%
 
11761911.7%
 
2119858.0%
 
390476.0%
 
477645.2%
 
568454.6%
 
664234.3%
 
760124.0%
 
858233.9%
 
955443.7%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.39028100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common18923462.2%
 
Latin11476237.8%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n7650866.7%
 
a3825433.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
07314438.7%
 
.3902820.6%
 
1176199.3%
 
2119856.3%
 
390474.8%
 
477644.1%
 
568453.6%
 
664233.4%
 
760123.2%
 
858233.1%
 
955442.9%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII303996100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n7650825.2%
 
07314424.1%
 
.3902812.8%
 
a3825412.6%
 
1176195.8%
 
2119853.9%
 
390473.0%
 
477642.6%
 
568452.3%
 
664232.1%
 
760122.0%
 
858231.9%
 
955441.8%
 

tests_per_case
Categorical

HIGH CARDINALITY
MISSING

Distinct4971
Distinct (%)12.9%
Missing38806
Missing (%)50.2%
Memory size603.9 KiB
3.7
 
220
3.0
 
216
3.4
 
214
3.5
 
203
3.6
 
198
Other values (4966)
37425 
ValueCountFrequency (%) 
3.72200.3%
 
3.02160.3%
 
3.42140.3%
 
3.52030.3%
 
3.61980.3%
 
3.91970.3%
 
3.81960.3%
 
8.31900.2%
 
4.21870.2%
 
4.61870.2%
 
5.31870.2%
 
3.21860.2%
 
4.01840.2%
 
4.71820.2%
 
2.91820.2%
 
5.41820.2%
 
4.11810.2%
 
4.51810.2%
 
5.21790.2%
 
5.01770.2%
 
4.81760.2%
 
4.41740.2%
 
3.31730.2%
 
4.31720.2%
 
5.11720.2%
 
Other values (4946)3378043.7%
 
(Missing)3880650.2%
 
Frequencies of value counts

Unique

Unique2828 ?
Unique (%)7.4%
Histogram of lengths of the category

Length

Max length7
Median length3
Mean length3.44393261
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n7761229.2%
 
a3880614.6%
 
.3847614.5%
 
1184636.9%
 
2139845.3%
 
3125734.7%
 
4110064.1%
 
5105364.0%
 
695903.6%
 
093503.5%
 
789553.4%
 
886363.2%
 
981673.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter11641843.7%
 
Decimal Number11126041.8%
 
Other Punctuation3847614.5%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n7761266.7%
 
a3880633.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
11846316.6%
 
21398412.6%
 
31257311.3%
 
4110069.9%
 
5105369.5%
 
695908.6%
 
093508.4%
 
789558.0%
 
886367.8%
 
981677.3%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.38476100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common14973656.3%
 
Latin11641843.7%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n7761266.7%
 
a3880633.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.3847625.7%
 
11846312.3%
 
2139849.3%
 
3125738.4%
 
4110067.4%
 
5105367.0%
 
695906.4%
 
093506.2%
 
789556.0%
 
886365.8%
 
981675.5%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII266154100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n7761229.2%
 
a3880614.6%
 
.3847614.5%
 
1184636.9%
 
2139845.3%
 
3125734.7%
 
4110064.1%
 
5105364.0%
 
695903.6%
 
093503.5%
 
789553.4%
 
886363.2%
 
981673.1%
 

tests_units
Categorical

MISSING

Distinct4
Distinct (%)< 0.1%
Missing35571
Missing (%)46.0%
Memory size603.9 KiB
tests performed
25214 
people tested
8278 
samples tested
7407 
units unclear
 
812
ValueCountFrequency (%) 
tests performed2521432.6%
 
people tested827810.7%
 
samples tested74079.6%
 
units unclear8121.1%
 
(Missing)3557146.0%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length15
Median length13
Mean length9.145609586
Min length3

Overview of Unicode Properties

Unique unicode characters16
Unique unicode categories2 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
e13178718.6%
 
t8261011.7%
 
s8173911.6%
 
n7276610.3%
 
r512407.2%
 
p491777.0%
 
a437906.2%
 
417115.9%
 
d408995.8%
 
o334924.7%
 
m326214.6%
 
f252143.6%
 
l164972.3%
 
u16240.2%
 
i8120.1%
 
c8120.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter66508094.1%
 
Space Separator417115.9%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
e13178719.8%
 
t8261012.4%
 
s8173912.3%
 
n7276610.9%
 
r512407.7%
 
p491777.4%
 
a437906.6%
 
d408996.1%
 
o334925.0%
 
m326214.9%
 
f252143.8%
 
l164972.5%
 
u16240.2%
 
i8120.1%
 
c8120.1%
 

Most frequent Space Separator characters

ValueCountFrequency (%) 
41711100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin66508094.1%
 
Common417115.9%
 

Most frequent Latin characters

ValueCountFrequency (%) 
e13178719.8%
 
t8261012.4%
 
s8173912.3%
 
n7276610.9%
 
r512407.7%
 
p491777.4%
 
a437906.6%
 
d408996.1%
 
o334925.0%
 
m326214.9%
 
f252143.8%
 
l164972.5%
 
u16240.2%
 
i8120.1%
 
c8120.1%
 

Most frequent Common characters

ValueCountFrequency (%) 
41711100.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII706791100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
e13178718.6%
 
t8261011.7%
 
s8173911.6%
 
n7276610.3%
 
r512407.2%
 
p491777.0%
 
a437906.2%
 
417115.9%
 
d408995.8%
 
o334924.7%
 
m326214.6%
 
f252143.6%
 
l164972.3%
 
u16240.2%
 
i8120.1%
 
c8120.1%
 

total_vaccinations
Categorical

HIGH CARDINALITY
MISSING

Distinct5186
Distinct (%)95.4%
Missing71848
Missing (%)93.0%
Memory size603.9 KiB
0.0
 
89
12441.0
 
13
8649.0
 
10
10702.0
 
7
118244.0
 
5
Other values (5181)
5310 
ValueCountFrequency (%) 
0.0890.1%
 
12441.013< 0.1%
 
8649.010< 0.1%
 
10702.07< 0.1%
 
118244.05< 0.1%
 
40662.04< 0.1%
 
67423.04< 0.1%
 
2000.04< 0.1%
 
30000.04< 0.1%
 
4000.04< 0.1%
 
5.03< 0.1%
 
7000.03< 0.1%
 
18353.03< 0.1%
 
65350.03< 0.1%
 
7202.03< 0.1%
 
30.03< 0.1%
 
72426.03< 0.1%
 
420.03< 0.1%
 
8772.03< 0.1%
 
100.03< 0.1%
 
13329.03< 0.1%
 
40000.03< 0.1%
 
86465.03< 0.1%
 
20000.02< 0.1%
 
159168.02< 0.1%
 
Other values (5161)52476.8%
 
(Missing)7184893.0%
 
Frequencies of value counts

Unique

Unique5075 ?
Unique (%)93.4%
Histogram of lengths of the category

Length

Max length11
Median length3
Mean length3.348412308
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n14369655.5%
 
a7184827.8%
 
089213.4%
 
.54342.1%
 
142681.6%
 
236451.4%
 
332961.3%
 
431111.2%
 
630201.2%
 
529761.2%
 
828851.1%
 
728751.1%
 
927971.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter21554483.3%
 
Decimal Number3779414.6%
 
Other Punctuation54342.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n14369666.7%
 
a7184833.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
0892123.6%
 
1426811.3%
 
236459.6%
 
332968.7%
 
431118.2%
 
630208.0%
 
529767.9%
 
828857.6%
 
728757.6%
 
927977.4%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.5434100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin21554483.3%
 
Common4322816.7%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n14369666.7%
 
a7184833.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
0892120.6%
 
.543412.6%
 
142689.9%
 
236458.4%
 
332967.6%
 
431117.2%
 
630207.0%
 
529766.9%
 
828856.7%
 
728756.7%
 
927976.5%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII258772100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n14369655.5%
 
a7184827.8%
 
089213.4%
 
.54342.1%
 
142681.6%
 
236451.4%
 
332961.3%
 
431111.2%
 
630201.2%
 
529761.2%
 
828851.1%
 
728751.1%
 
927971.1%
 

people_vaccinated
Categorical

HIGH CARDINALITY
MISSING

Distinct4603
Distinct (%)94.7%
Missing72419
Missing (%)93.7%
Memory size603.9 KiB
0.0
 
82
8649.0
 
16
10702.0
 
15
24773.0
 
10
186294.0
 
7
Other values (4598)
4733 
ValueCountFrequency (%) 
0.0820.1%
 
8649.016< 0.1%
 
10702.015< 0.1%
 
24773.010< 0.1%
 
186294.07< 0.1%
 
57023.06< 0.1%
 
114965.05< 0.1%
 
30861.04< 0.1%
 
10325.04< 0.1%
 
86465.04< 0.1%
 
2000.04< 0.1%
 
177294.04< 0.1%
 
2819586.03< 0.1%
 
56984.03< 0.1%
 
72426.03< 0.1%
 
18353.03< 0.1%
 
640115.03< 0.1%
 
17282.03< 0.1%
 
420.03< 0.1%
 
30000.03< 0.1%
 
22712.03< 0.1%
 
614117.03< 0.1%
 
4000.03< 0.1%
 
7000.03< 0.1%
 
13801.03< 0.1%
 
Other values (4578)46636.0%
 
(Missing)7241993.7%
 
Frequencies of value counts

Unique

Unique4496 ?
Unique (%)92.5%
Histogram of lengths of the category

Length

Max length11
Median length3
Mean length3.307975984
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n14483856.7%
 
a7241928.3%
 
077833.0%
 
.48631.9%
 
136751.4%
 
232511.3%
 
330441.2%
 
428391.1%
 
528181.1%
 
625881.0%
 
725451.0%
 
825261.0%
 
924581.0%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter21725785.0%
 
Decimal Number3352713.1%
 
Other Punctuation48631.9%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n14483866.7%
 
a7241933.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
0778323.2%
 
1367511.0%
 
232519.7%
 
330449.1%
 
428398.5%
 
528188.4%
 
625887.7%
 
725457.6%
 
825267.5%
 
924587.3%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.4863100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin21725785.0%
 
Common3839015.0%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n14483866.7%
 
a7241933.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
0778320.3%
 
.486312.7%
 
136759.6%
 
232518.5%
 
330447.9%
 
428397.4%
 
528187.3%
 
625886.7%
 
725456.6%
 
825266.6%
 
924586.4%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII255647100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n14483856.7%
 
a7241928.3%
 
077833.0%
 
.48631.9%
 
136751.4%
 
232511.3%
 
330441.2%
 
428391.1%
 
528181.1%
 
625881.0%
 
725451.0%
 
825261.0%
 
924581.0%
 

people_fully_vaccinated
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct3105
Distinct (%)94.2%
Missing73987
Missing (%)95.7%
Memory size603.9 KiB
19019.0
 
14
5.0
 
13
1.0
 
9
22002.0
 
9
12272.0
 
9
Other values (3100)
3241 
ValueCountFrequency (%) 
19019.014< 0.1%
 
5.013< 0.1%
 
1.09< 0.1%
 
22002.09< 0.1%
 
12272.09< 0.1%
 
2.07< 0.1%
 
8366.07< 0.1%
 
6228.07< 0.1%
 
55769.06< 0.1%
 
8364.06< 0.1%
 
2688.04< 0.1%
 
5884.04< 0.1%
 
1929.04< 0.1%
 
10400.04< 0.1%
 
44635.03< 0.1%
 
9785.03< 0.1%
 
9217.03< 0.1%
 
2183.03< 0.1%
 
752.03< 0.1%
 
9951.03< 0.1%
 
17392.03< 0.1%
 
22004.03< 0.1%
 
13867.03< 0.1%
 
3328.03< 0.1%
 
55759.03< 0.1%
 
Other values (3080)31594.1%
 
(Missing)7398795.7%
 
Frequencies of value counts

Unique

Unique3003 ?
Unique (%)91.1%
Histogram of lengths of the category

Length

Max length11
Median length3
Mean length3.20185813
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n14797459.8%
 
a7398729.9%
 
049562.0%
 
.32951.3%
 
125971.0%
 
223200.9%
 
319740.8%
 
418460.7%
 
618060.7%
 
517810.7%
 
716820.7%
 
816310.7%
 
915970.6%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter22196189.7%
 
Decimal Number221909.0%
 
Other Punctuation32951.3%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n14797466.7%
 
a7398733.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
0495622.3%
 
1259711.7%
 
2232010.5%
 
319748.9%
 
418468.3%
 
618068.1%
 
517818.0%
 
716827.6%
 
816317.4%
 
915977.2%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.3295100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin22196189.7%
 
Common2548510.3%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n14797466.7%
 
a7398733.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
0495619.4%
 
.329512.9%
 
1259710.2%
 
223209.1%
 
319747.7%
 
418467.2%
 
618067.1%
 
517817.0%
 
716826.6%
 
816316.4%
 
915976.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII247446100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n14797459.8%
 
a7398729.9%
 
049562.0%
 
.32951.3%
 
125971.0%
 
223200.9%
 
319740.8%
 
418460.7%
 
618060.7%
 
517810.7%
 
716820.7%
 
816310.7%
 
915970.6%
 

new_vaccinations
Categorical

HIGH CARDINALITY
MISSING

Distinct4240
Distinct (%)91.5%
Missing72646
Missing (%)94.0%
Memory size603.9 KiB
0.0
 
90
1.0
 
10
30.0
 
6
534.0
 
5
654.0
 
4
Other values (4235)
4521 
ValueCountFrequency (%) 
0.0900.1%
 
1.010< 0.1%
 
30.06< 0.1%
 
534.05< 0.1%
 
654.04< 0.1%
 
9.04< 0.1%
 
3000.04< 0.1%
 
930.04< 0.1%
 
112.04< 0.1%
 
90.04< 0.1%
 
3863.04< 0.1%
 
8.04< 0.1%
 
42.03< 0.1%
 
2300.03< 0.1%
 
924.03< 0.1%
 
531.03< 0.1%
 
1027.03< 0.1%
 
1074.03< 0.1%
 
3972.03< 0.1%
 
2082.03< 0.1%
 
902.03< 0.1%
 
1092.03< 0.1%
 
616.03< 0.1%
 
1168.03< 0.1%
 
1025.03< 0.1%
 
Other values (4215)44545.8%
 
(Missing)7264694.0%
 
Frequencies of value counts

Unique

Unique3990 ?
Unique (%)86.1%
Histogram of lengths of the category

Length

Max length10
Median length3
Mean length3.224981238
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n14529258.3%
 
a7264629.1%
 
067292.7%
 
.46361.9%
 
133501.3%
 
225351.0%
 
323751.0%
 
420750.8%
 
520710.8%
 
918940.8%
 
618920.8%
 
818700.8%
 
718680.7%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter21793887.4%
 
Decimal Number2665910.7%
 
Other Punctuation46361.9%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n14529266.7%
 
a7264633.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
0672925.2%
 
1335012.6%
 
225359.5%
 
323758.9%
 
420757.8%
 
520717.8%
 
918947.1%
 
618927.1%
 
818707.0%
 
718687.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.4636100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin21793887.4%
 
Common3129512.6%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n14529266.7%
 
a7264633.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
0672921.5%
 
.463614.8%
 
1335010.7%
 
225358.1%
 
323757.6%
 
420756.6%
 
520716.6%
 
918946.1%
 
618926.0%
 
818706.0%
 
718686.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII249233100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n14529258.3%
 
a7264629.1%
 
067292.7%
 
.46361.9%
 
133501.3%
 
225351.0%
 
323751.0%
 
420750.8%
 
520710.8%
 
918940.8%
 
618920.8%
 
818700.8%
 
718680.7%
 

new_vaccinations_smoothed
Categorical

HIGH CARDINALITY
MISSING

Distinct5939
Distinct (%)71.6%
Missing68991
Missing (%)89.3%
Memory size603.9 KiB
403.0
 
52
7712.0
 
47
75.0
 
44
275.0
 
42
294.0
 
40
Other values (5934)
8066 
ValueCountFrequency (%) 
403.0520.1%
 
7712.0470.1%
 
75.0440.1%
 
275.0420.1%
 
294.0400.1%
 
1351.038< 0.1%
 
189.037< 0.1%
 
77.034< 0.1%
 
895.032< 0.1%
 
222.031< 0.1%
 
63.030< 0.1%
 
1121.030< 0.1%
 
143.029< 0.1%
 
368.026< 0.1%
 
3806.024< 0.1%
 
103571.022< 0.1%
 
314.022< 0.1%
 
44361.021< 0.1%
 
412.021< 0.1%
 
547.021< 0.1%
 
3250.020< 0.1%
 
4170.019< 0.1%
 
126.019< 0.1%
 
400.018< 0.1%
 
131.017< 0.1%
 
Other values (5914)75559.8%
 
(Missing)6899189.3%
 
Frequencies of value counts

Unique

Unique5168 ?
Unique (%)62.3%
Histogram of lengths of the category

Length

Max length10
Median length3
Mean length3.363435211
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n13798253.1%
 
a6899126.5%
 
0115174.4%
 
.82913.2%
 
158352.2%
 
243631.7%
 
336651.4%
 
434241.3%
 
533321.3%
 
732901.3%
 
631781.2%
 
831341.2%
 
929311.1%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter20697379.6%
 
Decimal Number4466917.2%
 
Other Punctuation82913.2%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n13798266.7%
 
a6899133.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
01151725.8%
 
1583513.1%
 
243639.8%
 
336658.2%
 
434247.7%
 
533327.5%
 
732907.4%
 
631787.1%
 
831347.0%
 
929316.6%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.8291100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin20697379.6%
 
Common5296020.4%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n13798266.7%
 
a6899133.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
01151721.7%
 
.829115.7%
 
1583511.0%
 
243638.2%
 
336656.9%
 
434246.5%
 
533326.3%
 
732906.2%
 
631786.0%
 
831345.9%
 
929315.5%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII259933100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n13798253.1%
 
a6899126.5%
 
0115174.4%
 
.82913.2%
 
158352.2%
 
243631.7%
 
336651.4%
 
434241.3%
 
533321.3%
 
732901.3%
 
631781.2%
 
831341.2%
 
929311.1%
 

total_vaccinations_per_hundred
Categorical

HIGH CARDINALITY
MISSING

Distinct1843
Distinct (%)33.9%
Missing71848
Missing (%)93.0%
Memory size603.9 KiB
0.0
 
179
0.01
 
78
0.02
 
62
0.03
 
53
0.04
 
52
Other values (1838)
5010 
ValueCountFrequency (%) 
0.01790.2%
 
0.01780.1%
 
0.02620.1%
 
0.03530.1%
 
0.04520.1%
 
0.05400.1%
 
0.0637< 0.1%
 
0.2933< 0.1%
 
0.0731< 0.1%
 
0.1329< 0.1%
 
0.228< 0.1%
 
0.2426< 0.1%
 
0.0926< 0.1%
 
0.1725< 0.1%
 
0.1224< 0.1%
 
0.1524< 0.1%
 
0.1123< 0.1%
 
0.122< 0.1%
 
0.2121< 0.1%
 
0.3421< 0.1%
 
0.5420< 0.1%
 
0.1619< 0.1%
 
0.3219< 0.1%
 
0.2519< 0.1%
 
0.3719< 0.1%
 
Other values (1818)45045.8%
 
(Missing)7184893.0%
 
Frequencies of value counts

Unique

Unique938 ?
Unique (%)17.3%
Histogram of lengths of the category

Length

Max length6
Median length3
Mean length3.078439999
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n14369660.4%
 
a7184830.2%
 
.54342.3%
 
029121.2%
 
126901.1%
 
219520.8%
 
317410.7%
 
414940.6%
 
514390.6%
 
612570.5%
 
712190.5%
 
911130.5%
 
811130.5%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter21554490.6%
 
Decimal Number169307.1%
 
Other Punctuation54342.3%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n14369666.7%
 
a7184833.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
0291217.2%
 
1269015.9%
 
2195211.5%
 
3174110.3%
 
414948.8%
 
514398.5%
 
612577.4%
 
712197.2%
 
911136.6%
 
811136.6%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.5434100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin21554490.6%
 
Common223649.4%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n14369666.7%
 
a7184833.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.543424.3%
 
0291213.0%
 
1269012.0%
 
219528.7%
 
317417.8%
 
414946.7%
 
514396.4%
 
612575.6%
 
712195.5%
 
911135.0%
 
811135.0%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII237908100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n14369660.4%
 
a7184830.2%
 
.54342.3%
 
029121.2%
 
126901.1%
 
219520.8%
 
317410.7%
 
414940.6%
 
514390.6%
 
612570.5%
 
712190.5%
 
911130.5%
 
811130.5%
 

people_vaccinated_per_hundred
Categorical

HIGH CARDINALITY
MISSING

Distinct1519
Distinct (%)31.2%
Missing72419
Missing (%)93.7%
Memory size603.9 KiB
0.0
 
200
0.01
 
71
0.02
 
59
0.04
 
41
0.03
 
40
Other values (1514)
4452 
ValueCountFrequency (%) 
0.02000.3%
 
0.01710.1%
 
0.02590.1%
 
0.04410.1%
 
0.03400.1%
 
0.0734< 0.1%
 
0.0633< 0.1%
 
0.331< 0.1%
 
0.4930< 0.1%
 
0.0530< 0.1%
 
0.1326< 0.1%
 
0.0924< 0.1%
 
0.2423< 0.1%
 
0.2722< 0.1%
 
0.222< 0.1%
 
0.122< 0.1%
 
0.2521< 0.1%
 
0.1121< 0.1%
 
0.1720< 0.1%
 
0.4220< 0.1%
 
0.1219< 0.1%
 
0.419< 0.1%
 
0.5318< 0.1%
 
0.3118< 0.1%
 
0.0818< 0.1%
 
Other values (1494)39815.2%
 
(Missing)7241993.7%
 
Frequencies of value counts

Unique

Unique715 ?
Unique (%)14.7%
Histogram of lengths of the category

Length

Max length5
Median length3
Mean length3.063688828
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n14483861.2%
 
a7241930.6%
 
.48632.1%
 
026051.1%
 
120890.9%
 
216930.7%
 
314800.6%
 
413410.6%
 
511930.5%
 
710910.5%
 
610730.5%
 
810490.4%
 
910340.4%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter21725791.8%
 
Decimal Number146486.2%
 
Other Punctuation48632.1%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n14483866.7%
 
a7241933.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
0260517.8%
 
1208914.3%
 
2169311.6%
 
3148010.1%
 
413419.2%
 
511938.1%
 
710917.4%
 
610737.3%
 
810497.2%
 
910347.1%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.4863100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin21725791.8%
 
Common195118.2%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n14483866.7%
 
a7241933.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.486324.9%
 
0260513.4%
 
1208910.7%
 
216938.7%
 
314807.6%
 
413416.9%
 
511936.1%
 
710915.6%
 
610735.5%
 
810495.4%
 
910345.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII236768100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n14483861.2%
 
a7241930.6%
 
.48632.1%
 
026051.1%
 
120890.9%
 
216930.7%
 
314800.6%
 
413410.6%
 
511930.5%
 
710910.5%
 
610730.5%
 
810490.4%
 
910340.4%
 

people_fully_vaccinated_per_hundred
Categorical

HIGH CARDINALITY
MISSING

Distinct834
Distinct (%)25.3%
Missing73987
Missing (%)95.7%
Memory size603.9 KiB
0.0
 
113
0.01
 
73
0.02
 
52
0.05
 
50
0.04
 
48
Other values (829)
2959 
ValueCountFrequency (%) 
0.01130.1%
 
0.01730.1%
 
0.02520.1%
 
0.05500.1%
 
0.04480.1%
 
0.07390.1%
 
0.0834< 0.1%
 
0.0332< 0.1%
 
0.0632< 0.1%
 
0.2931< 0.1%
 
0.128< 0.1%
 
0.3727< 0.1%
 
0.1124< 0.1%
 
0.0924< 0.1%
 
0.4721< 0.1%
 
0.2519< 0.1%
 
0.2419< 0.1%
 
0.1318< 0.1%
 
0.1717< 0.1%
 
0.917< 0.1%
 
0.2317< 0.1%
 
0.1216< 0.1%
 
0.5316< 0.1%
 
0.9616< 0.1%
 
0.5415< 0.1%
 
Other values (809)24973.2%
 
(Missing)7398795.7%
 
Frequencies of value counts

Unique

Unique384 ?
Unique (%)11.7%
Histogram of lengths of the category

Length

Max length5
Median length3
Mean length3.040255169
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n14797463.0%
 
a7398731.5%
 
.32951.4%
 
021810.9%
 
113730.6%
 
211700.5%
 
310480.4%
 
48140.3%
 
56810.3%
 
76620.3%
 
66320.3%
 
95930.3%
 
85470.2%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter22196194.5%
 
Decimal Number97014.1%
 
Other Punctuation32951.4%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n14797466.7%
 
a7398733.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
0218122.5%
 
1137314.2%
 
2117012.1%
 
3104810.8%
 
48148.4%
 
56817.0%
 
76626.8%
 
66326.5%
 
95936.1%
 
85475.6%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.3295100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin22196194.5%
 
Common129965.5%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n14797466.7%
 
a7398733.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.329525.4%
 
0218116.8%
 
1137310.6%
 
211709.0%
 
310488.1%
 
48146.3%
 
56815.2%
 
76625.1%
 
66324.9%
 
95934.6%
 
85474.2%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII234957100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n14797463.0%
 
a7398731.5%
 
.32951.4%
 
021810.9%
 
113730.6%
 
211700.5%
 
310480.4%
 
48140.3%
 
56810.3%
 
76620.3%
 
66320.3%
 
95930.3%
 
85470.2%
 

new_vaccinations_smoothed_per_million
Categorical

HIGH CARDINALITY
MISSING

Distinct3618
Distinct (%)43.6%
Missing68991
Missing (%)89.3%
Memory size603.9 KiB
43.0
 
68
4532.0
 
47
469.0
 
40
12354.0
 
40
4184.0
 
40
Other values (3613)
8056 
ValueCountFrequency (%) 
43.0680.1%
 
4532.0470.1%
 
469.0400.1%
 
12354.0400.1%
 
4184.0400.1%
 
7492.0390.1%
 
45.035< 0.1%
 
1356.034< 0.1%
 
262.032< 0.1%
 
1.032< 0.1%
 
185.031< 0.1%
 
5734.030< 0.1%
 
91.029< 0.1%
 
28.029< 0.1%
 
178.029< 0.1%
 
3693.028< 0.1%
 
627.027< 0.1%
 
9139.027< 0.1%
 
44.025< 0.1%
 
42.025< 0.1%
 
1523.024< 0.1%
 
321.024< 0.1%
 
322.024< 0.1%
 
130.023< 0.1%
 
710.023< 0.1%
 
Other values (3593)74869.7%
 
(Missing)6899189.3%
 
Frequencies of value counts

Unique

Unique2081 ?
Unique (%)25.1%
Histogram of lengths of the category

Length

Max length7
Median length3
Mean length3.261639192
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n13798254.7%
 
a6899127.4%
 
0102284.1%
 
.82913.3%
 
146871.9%
 
238371.5%
 
331691.3%
 
429681.2%
 
526121.0%
 
625441.0%
 
923460.9%
 
822290.9%
 
721820.9%
 

Most occurring categories

ValueCountFrequency (%) 
Lowercase Letter20697382.1%
 
Decimal Number3680214.6%
 
Other Punctuation82913.3%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n13798266.7%
 
a6899133.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
01022827.8%
 
1468712.7%
 
2383710.4%
 
331698.6%
 
429688.1%
 
526127.1%
 
625446.9%
 
923466.4%
 
822296.1%
 
721825.9%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.8291100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Latin20697382.1%
 
Common4509317.9%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n13798266.7%
 
a6899133.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
01022822.7%
 
.829118.4%
 
1468710.4%
 
238378.5%
 
331697.0%
 
429686.6%
 
526125.8%
 
625445.6%
 
923465.2%
 
822294.9%
 
721824.8%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII252066100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n13798254.7%
 
a6899127.4%
 
0102284.1%
 
.82913.3%
 
146871.9%
 
238371.5%
 
331691.3%
 
429681.2%
 
526121.0%
 
625441.0%
 
923460.9%
 
822290.9%
 
721820.9%
 

stringency_index
Real number (ℝ≥0)

MISSING

Distinct175
Distinct (%)0.3%
Missing11172
Missing (%)14.5%
Infinite0
Infinite (%)0.0%
Mean58.76592044
Minimum0
Maximum100
Zeros553
Zeros (%)0.7%
Memory size603.9 KiB

Quantile statistics

Minimum0
5-th percentile17.59
Q144.44
median60.65
Q375.93
95-th percentile89.81
Maximum100
Range100
Interquartile range (IQR)31.49

Descriptive statistics

Standard deviation21.91774817
Coefficient of variation (CV)0.372966985
Kurtosis-0.3906108749
Mean58.76592044
Median Absolute Deviation (MAD)15.74
Skewness-0.4733922819
Sum3885015
Variance480.3876847
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
60.1915192.0%
 
50.9312251.6%
 
71.312011.6%
 
47.2211991.6%
 
52.7810991.4%
 
57.4110731.4%
 
80.5610651.4%
 
64.819511.2%
 
84.269361.2%
 
73.159331.2%
 
72.229321.2%
 
78.79161.2%
 
54.639131.2%
 
758941.2%
 
69.448661.1%
 
81.488371.1%
 
65.748221.1%
 
76.858051.0%
 
87.048051.0%
 
45.378001.0%
 
56.487991.0%
 
79.637891.0%
 
507851.0%
 
40.747771.0%
 
96.37671.0%
 
Other values (150)4240254.9%
 
(Missing)1117214.5%
 
ValueCountFrequency (%) 
05530.7%
 
1.853< 0.1%
 
2.781630.2%
 
5.561410.2%
 
6.48500.1%
 
8.333730.5%
 
9.2614< 0.1%
 
10.1936< 0.1%
 
11.115260.7%
 
12.041740.2%
 
ValueCountFrequency (%) 
1004460.6%
 
98.151< 0.1%
 
97.22780.1%
 
96.37671.0%
 
95.3715< 0.1%
 
94.442160.3%
 
93.524880.6%
 
92.594490.6%
 
92.13810.1%
 
91.671000.1%
 

population
Real number (ℝ≥0)

Distinct213
Distinct (%)0.3%
Missing422
Missing (%)0.5%
Infinite0
Infinite (%)0.0%
Mean130246879.5
Minimum809
Maximum7794798729
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum809
5-th percentile98340
Q12722291
median10139175
Q336910558
95-th percentile331002647
Maximum7794798729
Range7794797920
Interquartile range (IQR)34188267

Descriptive statistics

Standard deviation695649528.8
Coefficient of variation (CV)5.341007257
Kurtosis89.29784042
Mean130246879.5
Median Absolute Deviation (MAD)9269580
Skewness9.085482429
Sum1.001077516e+13
Variance4.839282669e+17
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
451957774500.6%
 
1289327534500.6%
 
697999784470.6%
 
329718464380.6%
 
238167754350.6%
 
512691834300.6%
 
14393237744290.6%
 
1264764584290.6%
 
3310026474290.6%
 
5920722044290.6%
 
46398474254290.6%
 
77947987294290.6%
 
58503434280.6%
 
4449190604280.6%
 
973385834280.6%
 
7486800694280.6%
 
681476874270.6%
 
323659984260.6%
 
426778094260.6%
 
291368084260.6%
 
377421574250.5%
 
254998814250.5%
 
167189714240.5%
 
214132504240.5%
 
837839454240.5%
 
Other values (188)6609785.5%
 
ValueCountFrequency (%) 
8093850.5%
 
348316< 0.1%
 
499931< 0.1%
 
6071410.1%
 
15002440.1%
 
33691750.1%
 
339383930.5%
 
381373870.5%
 
38718640.1%
 
392443910.5%
 
ValueCountFrequency (%) 
77947987294290.6%
 
46398474254290.6%
 
14393237744290.6%
 
13800043854210.5%
 
13405981134070.5%
 
7486800694280.6%
 
5920722044290.6%
 
4449190604280.6%
 
4307597723980.5%
 
3310026474290.6%
 

population_density
Real number (ℝ≥0)

MISSING

Distinct196
Distinct (%)0.3%
Missing5148
Missing (%)6.7%
Infinite0
Infinite (%)0.0%
Mean338.796806
Minimum0.137
Maximum20546.766
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum0.137
5-th percentile4.289
Q136.253
median82.805
Q3208.354
95-th percentile622.962
Maximum20546.766
Range20546.629
Interquartile range (IQR)172.101

Descriptive statistics

Standard deviation1652.285075
Coefficient of variation (CV)4.87692046
Kurtosis109.2707724
Mean338.796806
Median Absolute Deviation (MAD)58.915
Skewness10.10288047
Sum24438768.8
Variance2730045.969
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
16.1774500.6%
 
66.4444500.6%
 
135.1324470.6%
 
25.1294380.6%
 
527.9674300.6%
 
58.0454290.6%
 
147.6744290.6%
 
347.7784290.6%
 
35.6084290.6%
 
308.1274280.6%
 
7915.7314280.6%
 
122.5784270.6%
 
96.2544260.6%
 
204.434260.6%
 
4.0374250.5%
 
3.2024250.5%
 
341.9554240.5%
 
237.0164240.5%
 
90.6724240.5%
 
18.1364220.5%
 
112.4424220.5%
 
450.4194210.5%
 
351.8734210.5%
 
49.5624210.5%
 
272.8984200.5%
 
Other values (171)6141979.5%
 
(Missing)51486.7%
 
ValueCountFrequency (%) 
0.13734< 0.1%
 
1.983810.5%
 
3.0783770.5%
 
3.2024250.5%
 
3.4043940.5%
 
3.6123770.5%
 
3.6233870.5%
 
3.9523790.5%
 
4.0374250.5%
 
4.0443610.5%
 
ValueCountFrequency (%) 
20546.766460.1%
 
19347.53910.5%
 
7915.7314280.6%
 
7039.7141050.1%
 
3457.1750.1%
 
1935.9073960.5%
 
1454.4333830.5%
 
1454.0374140.5%
 
1308.82720.1%
 
1265.0363880.5%
 

median_age
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct132
Distinct (%)0.2%
Missing7255
Missing (%)9.4%
Infinite0
Infinite (%)0.0%
Mean30.54470561
Minimum15.1
Maximum48.2
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum15.1
5-th percentile17.6
Q122.2
median29.7
Q339.1
95-th percentile44.4
Maximum48.2
Range33.1
Interquartile range (IQR)16.9

Descriptive statistics

Standard deviation9.114126175
Coefficient of variation (CV)0.2983864467
Kurtosis-1.236785793
Mean30.54470561
Median Absolute Deviation (MAD)8.6
Skewness0.1006779469
Sum2138954.1
Variance83.06729593
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
32.415692.0%
 
31.912301.6%
 
38.712181.6%
 
29.111971.5%
 
28.611871.5%
 
30.611621.5%
 
18.711261.5%
 
17.711171.4%
 
20.311041.4%
 
42.48421.1%
 
29.38391.1%
 
37.98171.1%
 
43.48171.1%
 
41.48131.1%
 
41.88031.0%
 
28.27971.0%
 
257941.0%
 
39.77931.0%
 
43.17931.0%
 
29.67901.0%
 
27.37851.0%
 
207811.0%
 
41.27791.0%
 
37.37761.0%
 
39.17681.0%
 
Other values (107)4633059.9%
 
(Missing)72559.4%
 
ValueCountFrequency (%) 
15.13710.5%
 
16.47361.0%
 
16.73720.5%
 
16.87461.0%
 
173800.5%
 
17.57340.9%
 
17.63810.5%
 
17.711171.4%
 
183690.5%
 
18.17541.0%
 
ValueCountFrequency (%) 
48.24290.6%
 
47.94200.5%
 
46.64240.5%
 
46.23940.5%
 
45.54190.5%
 
45.33980.5%
 
44.81050.1%
 
44.73830.5%
 
44.54180.5%
 
44.43950.5%
 

aged_65_older
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct181
Distinct (%)0.3%
Missing8059
Missing (%)10.4%
Infinite0
Infinite (%)0.0%
Mean8.788615894
Minimum1.144
Maximum27.049
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum1.144
5-th percentile2.409
Q13.441
median6.378
Q314.312
95-th percentile19.754
Maximum27.049
Range25.905
Interquartile range (IQR)10.871

Descriptive statistics

Standard deviation6.233354976
Coefficient of variation (CV)0.7092533172
Kurtosis-0.6585208243
Mean8.788615894
Median Absolute Deviation (MAD)3.404
Skewness0.7904002486
Sum608374.358
Variance38.85471426
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
6.9337551.0%
 
6.8574500.6%
 
11.1984500.6%
 
11.3734470.6%
 
7.1514380.6%
 
13.9144300.6%
 
10.6414290.6%
 
15.4134290.6%
 
8.6964290.6%
 
27.0494290.6%
 
7.154280.6%
 
12.9224280.6%
 
19.7184270.6%
 
5.8094260.6%
 
6.2934260.6%
 
15.5044250.5%
 
16.9844250.5%
 
4.4124240.5%
 
10.0694240.5%
 
21.4534240.5%
 
21.2284220.5%
 
1.1444220.5%
 
4.8034210.5%
 
5.9894210.5%
 
6.2244210.5%
 
Other values (156)5817375.3%
 
(Missing)805910.4%
 
ValueCountFrequency (%) 
1.1444220.5%
 
1.3073910.5%
 
2.1683700.5%
 
2.3393740.5%
 
2.3453960.5%
 
2.3553960.5%
 
2.3723960.5%
 
2.4053710.5%
 
2.4093810.5%
 
2.483730.5%
 
ValueCountFrequency (%) 
27.0494290.6%
 
23.0214200.5%
 
21.5023940.5%
 
21.4534240.5%
 
21.2284220.5%
 
20.8013830.5%
 
20.3963980.5%
 
19.9854190.5%
 
19.7543950.5%
 
19.7243950.5%
 

aged_70_older
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct179
Distinct (%)0.3%
Missing7649
Missing (%)9.9%
Infinite0
Infinite (%)0.0%
Mean5.569119412
Minimum0.526
Maximum18.493
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum0.526
5-th percentile1.387
Q12.043
median3.871
Q38.678
95-th percentile13.748
Maximum18.493
Range17.967
Interquartile range (IQR)6.635

Descriptive statistics

Standard deviation4.2569603
Coefficient of variation (CV)0.7643866085
Kurtosis-0.3233738817
Mean5.569119412
Median Absolute Deviation (MAD)2.115
Skewness0.9209918945
Sum387794.492
Variance18.12171099
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
3.0538021.0%
 
1.8457661.0%
 
2.0637541.0%
 
1.7267160.9%
 
7.4414500.6%
 
4.3214500.6%
 
6.894470.6%
 
4.4554380.6%
 
8.3534350.6%
 
8.6224300.6%
 
5.9294290.6%
 
5.3554290.6%
 
9.7324290.6%
 
18.4934290.6%
 
7.0494280.6%
 
4.7184280.6%
 
13.0794270.6%
 
3.4074260.6%
 
3.2124260.6%
 
10.7974250.5%
 
10.1294250.5%
 
15.9574240.5%
 
2.3854240.5%
 
5.3314240.5%
 
13.2644220.5%
 
Other values (154)5755074.5%
 
(Missing)76499.9%
 
ValueCountFrequency (%) 
0.5264220.5%
 
0.6173910.5%
 
1.1143960.5%
 
1.2853600.5%
 
1.3083700.5%
 
1.3373960.5%
 
1.3583810.5%
 
1.3623710.5%
 
1.3783710.5%
 
1.3873960.5%
 
ValueCountFrequency (%) 
18.4934290.6%
 
16.244200.5%
 
15.9574240.5%
 
14.9243940.5%
 
14.5243980.5%
 
14.1363950.5%
 
13.7994190.5%
 
13.7783920.5%
 
13.7483950.5%
 
13.4913950.5%
 

gdp_per_capita
Real number (ℝ≥0)

MISSING

Distinct187
Distinct (%)0.3%
Missing6997
Missing (%)9.1%
Infinite0
Infinite (%)0.0%
Mean19140.77344
Minimum661.24
Maximum116935.6
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum661.24
5-th percentile1416.44
Q14466.507
median12951.839
Q327216.445
95-th percentile57410.166
Maximum116935.6
Range116274.36
Interquartile range (IQR)22749.938

Descriptive statistics

Standard deviation19762.84851
Coefficient of variation (CV)1.032499996
Kurtosis4.220495453
Mean19140.77344
Median Absolute Deviation (MAD)9815.198
Skewness1.829731511
Sum1345309261
Variance390570181.2
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
18933.9074500.6%
 
17336.4694500.6%
 
16277.6714470.6%
 
12236.7064380.6%
 
35938.3744300.6%
 
39002.2234290.6%
 
54225.4464290.6%
 
15308.7124290.6%
 
15469.2074290.6%
 
6171.8844280.6%
 
85535.3834280.6%
 
38605.6714270.6%
 
26808.1644260.6%
 
2442.8044260.6%
 
44648.714250.5%
 
44017.5914250.5%
 
11669.0774240.5%
 
45229.2454240.5%
 
3645.074240.5%
 
40585.7214220.5%
 
67293.4834220.5%
 
6426.6744210.5%
 
8702.9754210.5%
 
7599.1884210.5%
 
24765.9544200.5%
 
Other values (162)5957077.1%
 
(Missing)69979.1%
 
ValueCountFrequency (%) 
661.243760.5%
 
702.2253600.5%
 
752.7883750.5%
 
808.1333800.5%
 
9263710.5%
 
1095.0423620.5%
 
1136.1033690.5%
 
1390.33600.5%
 
1413.893300.4%
 
1416.443710.5%
 
ValueCountFrequency (%) 
116935.63910.5%
 
104861.851460.1%
 
94277.9653960.5%
 
85535.3834280.6%
 
71809.2513820.5%
 
67335.2933950.5%
 
67293.4834220.5%
 
65530.5373960.5%
 
64800.0573970.5%
 
57410.1664140.5%
 

extreme_poverty
Categorical

HIGH CARDINALITY
MISSING

Distinct75
Distinct (%)0.2%
Missing29335
Missing (%)38.0%
Memory size603.9 KiB
0.2
5219 
0.5
3995 
0.1
 
2825
0.7
 
2815
1.0
 
1592
Other values (70)
31501 
ValueCountFrequency (%) 
0.252196.8%
 
0.539955.2%
 
0.128253.7%
 
0.728153.6%
 
1.015922.1%
 
2.012351.6%
 
1.311881.5%
 
1.511661.5%
 
2.58461.1%
 
0.68271.1%
 
1.47941.0%
 
5.77831.0%
 
1.17721.0%
 
3.47711.0%
 
2.27541.0%
 
16.04440.6%
 
3.54380.6%
 
1.24290.6%
 
10.04290.6%
 
15.04260.6%
 
21.24210.5%
 
18.94130.5%
 
8.74030.5%
 
4.03950.5%
 
4.23940.5%
 
Other values (50)1817323.5%
 
(Missing)2933538.0%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length4
Median length3
Mean length3.208974923
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
n5867023.7%
 
.4794719.3%
 
a2933511.8%
 
0236679.5%
 
1190007.7%
 
2170986.9%
 
5118914.8%
 
795903.9%
 
389113.6%
 
479333.2%
 
664752.6%
 
852432.1%
 
922360.9%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number11204445.2%
 
Lowercase Letter8800535.5%
 
Other Punctuation4794719.3%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n5867066.7%
 
a2933533.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
02366721.1%
 
11900017.0%
 
21709815.3%
 
51189110.6%
 
795908.6%
 
389118.0%
 
479337.1%
 
664755.8%
 
852434.7%
 
922362.0%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.47947100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common15999164.5%
 
Latin8800535.5%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n5867066.7%
 
a2933533.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.4794730.0%
 
02366714.8%
 
11900011.9%
 
21709810.7%
 
5118917.4%
 
795906.0%
 
389115.6%
 
479335.0%
 
664754.0%
 
852433.3%
 
922361.4%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII247996100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
n5867023.7%
 
.4794719.3%
 
a2933511.8%
 
0236679.5%
 
1190007.7%
 
2170986.9%
 
5118914.8%
 
795903.9%
 
389113.6%
 
479333.2%
 
664752.6%
 
852432.1%
 
922360.9%
 

cardiovasc_death_rate
Real number (ℝ≥0)

MISSING

Distinct187
Distinct (%)0.3%
Missing6393
Missing (%)8.3%
Infinite0
Infinite (%)0.0%
Mean257.3271243
Minimum79.37
Maximum724.417
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum79.37
5-th percentile103.957
Q1167.295
median242.648
Q3329.635
95-th percentile466.792
Maximum724.417
Range645.047
Interquartile range (IQR)162.34

Descriptive statistics

Standard deviation118.5909178
Coefficient of variation (CV)0.4608566553
Kurtosis0.7756366107
Mean257.3271243
Median Absolute Deviation (MAD)80.04
Skewness0.8759707767
Sum18241662.52
Variance14063.80579
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
152.7834500.6%
 
191.0324500.6%
 
109.8614470.6%
 
85.7554380.6%
 
103.9574350.6%
 
85.9984300.6%
 
151.0894290.6%
 
79.374290.6%
 
233.074290.6%
 
261.8994290.6%
 
245.4654280.6%
 
92.2434280.6%
 
86.064270.6%
 
260.7974260.6%
 
260.9424260.6%
 
107.7914250.5%
 
105.5994250.5%
 
197.0934240.5%
 
270.8924240.5%
 
156.1394240.5%
 
153.5074220.5%
 
317.844220.5%
 
370.4374210.5%
 
412.824210.5%
 
282.284210.5%
 
Other values (162)6015977.8%
 
(Missing)63938.3%
 
ValueCountFrequency (%) 
79.374290.6%
 
85.7554380.6%
 
85.9984300.6%
 
86.064270.6%
 
92.2434280.6%
 
93.324010.5%
 
99.4034190.5%
 
99.7394140.5%
 
103.9574350.6%
 
105.5994250.5%
 
ValueCountFrequency (%) 
724.4173760.5%
 
597.0293960.5%
 
561.4943710.5%
 
559.8123900.5%
 
557.7931490.2%
 
546.31360.2%
 
539.8493880.5%
 
525.4324060.5%
 
496.2183940.5%
 
495.0033500.5%
 

diabetes_prevalence
Real number (ℝ≥0)

MISSING

Distinct139
Distinct (%)0.2%
Missing5465
Missing (%)7.1%
Infinite0
Infinite (%)0.0%
Mean7.803056101
Minimum0.99
Maximum30.53
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum0.99
5-th percentile2.42
Q15.29
median7.11
Q310.08
95-th percentile16.52
Maximum30.53
Range29.54
Interquartile range (IQR)4.79

Descriptive statistics

Standard deviation3.948873877
Coefficient of variation (CV)0.5060676005
Kurtosis2.579873122
Mean7.803056101
Median Absolute Deviation (MAD)2.32
Skewness1.182116311
Sum560392.08
Variance15.5936049
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2.4248636.3%
 
7.1126433.4%
 
3.9425483.3%
 
10.0819432.5%
 
11.6215021.9%
 
6.0514781.9%
 
7.211381.5%
 
6.111281.5%
 
9.748231.1%
 
5.728121.1%
 
8.838101.0%
 
5.598091.0%
 
9.597971.0%
 
4.287971.0%
 
47911.0%
 
5.317911.0%
 
16.527871.0%
 
8.277631.0%
 
13.177531.0%
 
10.437421.0%
 
8.334870.6%
 
13.064500.6%
 
5.54500.6%
 
7.044470.6%
 
5.954380.6%
 
Other values (114)4282755.4%
 
(Missing)54657.1%
 
ValueCountFrequency (%) 
0.993750.5%
 
1.823710.5%
 
1.913740.5%
 
2.1634< 0.1%
 
2.4248636.3%
 
2.53700.5%
 
2.923850.5%
 
3.283950.5%
 
3.33690.5%
 
3.673920.5%
 
ValueCountFrequency (%) 
30.531490.2%
 
22.023730.5%
 
18.681650.2%
 
17.723890.5%
 
17.653710.5%
 
17.314060.5%
 
17.264220.5%
 
17.113680.5%
 
16.744260.6%
 
16.527871.0%
 

female_smokers
Categorical

HIGH CARDINALITY
MISSING

Distinct108
Distinct (%)0.2%
Missing21601
Missing (%)28.0%
Memory size603.9 KiB
1.9
 
1671
2.0
 
1576
1.0
 
1242
0.8
 
1205
0.3
 
1191
Other values (103)
48796 
ValueCountFrequency (%) 
1.916712.2%
 
2.015762.0%
 
1.012421.6%
 
0.812051.6%
 
0.311911.5%
 
1.711261.5%
 
1.611181.4%
 
0.410871.4%
 
2.89201.2%
 
30.18101.0%
 
20.98101.0%
 
1.28071.0%
 
19.67791.0%
 
0.27761.0%
 
5.37741.0%
 
7.17721.0%
 
0.77691.0%
 
0.67671.0%
 
1.57651.0%
 
4.77621.0%
 
2.17541.0%
 
3.17481.0%
 
6.37330.9%
 
4.46920.9%
 
6.94500.6%
 
Other values (83)3257742.2%
 
(Missing)2160128.0%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length5
Median length3
Mean length3.288204239
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
.5568121.9%
 
n4320217.0%
 
1251739.9%
 
a216018.5%
 
2201467.9%
 
0177807.0%
 
3156186.1%
 
4119494.7%
 
597563.8%
 
885703.4%
 
683813.3%
 
781703.2%
 
980923.2%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number13363552.6%
 
Lowercase Letter6480325.5%
 
Other Punctuation5568121.9%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n4320266.7%
 
a2160133.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
12517318.8%
 
22014615.1%
 
01778013.3%
 
31561811.7%
 
4119498.9%
 
597567.3%
 
885706.4%
 
683816.3%
 
781706.1%
 
980926.1%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.55681100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common18931674.5%
 
Latin6480325.5%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n4320266.7%
 
a2160133.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.5568129.4%
 
12517313.3%
 
22014610.6%
 
0177809.4%
 
3156188.2%
 
4119496.3%
 
597565.2%
 
885704.5%
 
683814.4%
 
781704.3%
 
980924.3%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII254119100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
.5568121.9%
 
n4320217.0%
 
1251739.9%
 
a216018.5%
 
2201467.9%
 
0177807.0%
 
3156186.1%
 
4119494.7%
 
597563.8%
 
885703.4%
 
683813.3%
 
781703.2%
 
980923.2%
 

male_smokers
Categorical

HIGH CARDINALITY
MISSING

Distinct124
Distinct (%)0.2%
Missing22419
Missing (%)29.0%
Memory size603.9 KiB
24.7
 
1531
16.5
 
1173
33.7
 
853
31.4
 
835
16.6
 
817
Other values (119)
49654 
ValueCountFrequency (%) 
24.715312.0%
 
16.511731.5%
 
33.78531.1%
 
31.48351.1%
 
16.68171.1%
 
37.88151.1%
 
33.18111.0%
 
34.88081.0%
 
18.87791.0%
 
30.97771.0%
 
40.77721.0%
 
12.37651.0%
 
51.27621.0%
 
20.47601.0%
 
21.44500.6%
 
27.74500.6%
 
38.84470.6%
 
40.94300.6%
 
34.6354290.6%
 
24.64290.6%
 
48.44290.6%
 
45.94280.6%
 
28.34280.6%
 
35.64270.6%
 
42.44260.6%
 
Other values (99)3783249.0%
 
(Missing)2241929.0%
 
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
Histogram of lengths of the category

Length

Max length6
Median length4
Mean length3.706296421
Min length3

Overview of Unicode Properties

Unique unicode characters13
Unique unicode categories3 ?
Unique unicode scripts2 ?
Unique unicode blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

ValueCountFrequency (%) 
.5486319.2%
 
n4483815.7%
 
3239978.4%
 
4225657.9%
 
a224197.8%
 
2219357.7%
 
1215477.5%
 
7165695.8%
 
5160825.6%
 
0114564.0%
 
8109633.8%
 
6106803.7%
 
985163.0%
 

Most occurring categories

ValueCountFrequency (%) 
Decimal Number16431057.4%
 
Lowercase Letter6725723.5%
 
Other Punctuation5486319.2%
 

Most frequent Lowercase Letter characters

ValueCountFrequency (%) 
n4483866.7%
 
a2241933.3%
 

Most frequent Decimal Number characters

ValueCountFrequency (%) 
32399714.6%
 
42256513.7%
 
22193513.3%
 
12154713.1%
 
71656910.1%
 
5160829.8%
 
0114567.0%
 
8109636.7%
 
6106806.5%
 
985165.2%
 

Most frequent Other Punctuation characters

ValueCountFrequency (%) 
.54863100.0%
 

Most occurring scripts

ValueCountFrequency (%) 
Common21917376.5%
 
Latin6725723.5%
 

Most frequent Latin characters

ValueCountFrequency (%) 
n4483866.7%
 
a2241933.3%
 

Most frequent Common characters

ValueCountFrequency (%) 
.5486325.0%
 
32399710.9%
 
42256510.3%
 
22193510.0%
 
1215479.8%
 
7165697.6%
 
5160827.3%
 
0114565.2%
 
8109635.0%
 
6106804.9%
 
985163.9%
 

Most occurring blocks

ValueCountFrequency (%) 
ASCII286430100.0%
 

Most frequent ASCII characters

ValueCountFrequency (%) 
.5486319.2%
 
n4483815.7%
 
3239978.4%
 
4225657.9%
 
a224197.8%
 
2219357.7%
 
1215477.5%
 
7165695.8%
 
5160825.6%
 
0114564.0%
 
8109633.8%
 
6106803.7%
 
985163.0%
 

handwashing_facilities
Real number (ℝ≥0)

MISSING

Distinct95
Distinct (%)0.3%
Missing41695
Missing (%)54.0%
Infinite0
Infinite (%)0.0%
Mean50.97824354
Minimum1.188
Maximum98.999
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum1.188
5-th percentile4.617
Q120.859
median49.839
Q383.241
95-th percentile95.803
Maximum98.999
Range97.811
Interquartile range (IQR)62.382

Descriptive statistics

Standard deviation31.76656229
Coefficient of variation (CV)0.6231396
Kurtosis-1.484569634
Mean50.97824354
Median Absolute Deviation (MAD)30.564
Skewness-0.06002740609
Sum1814162.753
Variance1009.11448
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
87.8474500.6%
 
90.674470.6%
 
60.134290.6%
 
85.8474280.6%
 
47.7824260.6%
 
66.2294240.5%
 
78.4634210.5%
 
59.554210.5%
 
43.9934130.5%
 
89.8274060.5%
 
76.6654030.5%
 
37.7463960.5%
 
94.5763960.5%
 
97.43960.5%
 
59.6073950.5%
 
83.7413950.5%
 
97.7193940.5%
 
20.8593920.5%
 
41.9493920.5%
 
80.6353900.5%
 
55.1823900.5%
 
94.0433900.5%
 
83.2413900.5%
 
64.2043890.5%
 
34.8083880.5%
 
Other values (70)2542632.9%
 
(Missing)4169554.0%
 
ValueCountFrequency (%) 
1.1883750.5%
 
2.1173170.4%
 
2.7353850.5%
 
4.4723800.5%
 
4.6173770.5%
 
5.8183720.5%
 
6.1443600.5%
 
6.4033660.5%
 
7.8763740.5%
 
7.963780.5%
 
ValueCountFrequency (%) 
98.9993780.5%
 
97.7193940.5%
 
97.43960.5%
 
97.1643860.5%
 
95.8033830.5%
 
94.5763960.5%
 
94.0433900.5%
 
90.674470.6%
 
90.653720.5%
 
90.0833680.5%
 

hospital_beds_per_thousand
Real number (ℝ≥0)

MISSING

Distinct100
Distinct (%)0.2%
Missing12446
Missing (%)16.1%
Infinite0
Infinite (%)0.0%
Mean3.033376889
Minimum0.1
Maximum13.8
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum0.1
5-th percentile0.5
Q11.3
median2.4
Q34
95-th percentile7.454
Maximum13.8
Range13.7
Interquartile range (IQR)2.7

Descriptive statistics

Standard deviation2.466046633
Coefficient of variation (CV)0.8129707328
Kurtosis4.032249049
Mean3.033376889
Median Absolute Deviation (MAD)1.3
Skewness1.765588921
Sum196672.024
Variance6.081385995
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.726023.4%
 
0.823033.0%
 
1.322482.9%
 
1.620092.6%
 
1.417072.2%
 
2.115712.0%
 
2.315562.0%
 
0.315532.0%
 
1.515272.0%
 
0.914881.9%
 
2.611991.6%
 
3.611981.6%
 
1.111671.5%
 
211651.5%
 
0.511411.5%
 
3.811401.5%
 
1.711361.5%
 
2.911281.5%
 
2.79201.2%
 
2.58321.1%
 
1.98211.1%
 
1.28131.1%
 
0.67981.0%
 
17971.0%
 
4.57911.0%
 
Other values (75)3122640.4%
 
(Missing)1244616.1%
 
ValueCountFrequency (%) 
0.13660.5%
 
0.23710.5%
 
0.315532.0%
 
0.43810.5%
 
0.511411.5%
 
0.534210.5%
 
0.67981.0%
 
0.726023.4%
 
0.823033.0%
 
0.914881.9%
 
ValueCountFrequency (%) 
13.83910.5%
 
13.054290.6%
 
12.274300.6%
 
113920.5%
 
8.83880.5%
 
8.054200.5%
 
84240.5%
 
7.4543830.5%
 
7.373950.5%
 
7.023870.5%
 

life_expectancy
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct191
Distinct (%)0.3%
Missing3849
Missing (%)5.0%
Infinite0
Infinite (%)0.0%
Mean73.15244086
Minimum53.28
Maximum86.75
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum53.28
5-th percentile59.29
Q167.88
median74.53
Q378.73
95-th percentile83.44
Maximum86.75
Range33.47
Interquartile range (IQR)10.85

Descriptive statistics

Standard deviation7.550791441
Coefficient of variation (CV)0.1032199521
Kurtosis-0.3783656385
Mean73.15244086
Median Absolute Deviation (MAD)4.71
Skewness-0.5911684785
Sum5371803.19
Variance57.01445138
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
76.8811561.5%
 
72.588491.1%
 
81.328381.1%
 
75.058331.1%
 
76.688141.1%
 
77.297811.0%
 
72.067651.0%
 
71.727651.0%
 
61.587411.0%
 
735550.7%
 
73.325000.6%
 
76.674500.6%
 
77.154470.6%
 
76.744380.6%
 
80.464350.6%
 
83.034300.6%
 
76.914290.6%
 
78.864290.6%
 
84.634290.6%
 
75.44280.6%
 
83.624280.6%
 
82.664270.6%
 
76.164260.6%
 
70.784260.6%
 
83.444250.5%
 
Other values (166)5878976.1%
 
(Missing)38495.0%
 
ValueCountFrequency (%) 
53.283760.5%
 
54.243720.5%
 
54.333170.4%
 
54.693920.5%
 
54.73600.5%
 
57.43750.5%
 
57.783800.5%
 
57.853550.5%
 
58.323660.5%
 
58.743760.5%
 
ValueCountFrequency (%) 
86.753910.5%
 
84.973930.5%
 
84.861050.1%
 
84.634290.6%
 
84.24460.1%
 
83.92900.1%
 
83.784140.5%
 
83.733890.5%
 
83.624280.6%
 
83.564190.5%
 

human_development_index
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct151
Distinct (%)0.2%
Missing6451
Missing (%)8.3%
Infinite0
Infinite (%)0.0%
Mean0.7276471743
Minimum0.394
Maximum0.957
Zeros0
Zeros (%)0.0%
Memory size603.9 KiB

Quantile statistics

Minimum0.394
5-th percentile0.459
Q10.602
median0.748
Q30.848
95-th percentile0.94
Maximum0.957
Range0.563
Interquartile range (IQR)0.246

Descriptive statistics

Standard deviation0.1500818594
Coefficient of variation (CV)0.2062563626
Kurtosis-0.8739142425
Mean0.7276471743
Median Absolute Deviation (MAD)0.114
Skewness-0.3801340879
Sum51539.977
Variance0.02252456453
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.77915732.0%
 
0.91912171.6%
 
0.71811901.5%
 
0.4811211.5%
 
0.7778851.1%
 
0.9388501.1%
 
0.9168261.1%
 
0.9448211.1%
 
0.8928151.1%
 
0.818111.0%
 
0.7378101.0%
 
0.9558091.0%
 
0.9318081.0%
 
0.8517921.0%
 
0.8067901.0%
 
0.7837801.0%
 
0.7567801.0%
 
0.8547761.0%
 
0.747701.0%
 
0.7597671.0%
 
0.7967541.0%
 
0.7387541.0%
 
0.6117541.0%
 
0.517501.0%
 
0.8147491.0%
 
Other values (126)4907963.5%
 
(Missing)64518.3%
 
ValueCountFrequency (%) 
0.3943710.5%
 
0.3973760.5%
 
0.3983720.5%
 
0.4337150.9%
 
0.4343660.5%
 
0.4527411.0%
 
0.4563690.5%
 
0.4593700.5%
 
0.473500.5%
 
0.4773780.5%
 
ValueCountFrequency (%) 
0.9573970.5%
 
0.9558091.0%
 
0.9494990.6%
 
0.9474240.5%
 
0.9454190.5%
 
0.9448211.1%
 
0.944070.5%
 
0.9388501.1%
 
0.9324200.5%
 
0.9318081.0%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

iso_codecontinentlocationdatetotal_casesnew_casesnew_cases_smoothedtotal_deathsnew_deathsnew_deaths_smoothedtotal_cases_per_millionnew_cases_per_millionnew_cases_smoothed_per_milliontotal_deaths_per_millionnew_deaths_per_millionnew_deaths_smoothed_per_millionreproduction_rateicu_patientsicu_patients_per_millionhosp_patientshosp_patients_per_millionweekly_icu_admissionsweekly_icu_admissions_per_millionweekly_hosp_admissionsweekly_hosp_admissions_per_millionnew_teststotal_teststotal_tests_per_thousandnew_tests_per_thousandnew_tests_smoothednew_tests_smoothed_per_thousandpositive_ratetests_per_casetests_unitstotal_vaccinationspeople_vaccinatedpeople_fully_vaccinatednew_vaccinationsnew_vaccinations_smoothedtotal_vaccinations_per_hundredpeople_vaccinated_per_hundredpeople_fully_vaccinated_per_hundrednew_vaccinations_smoothed_per_millionstringency_indexpopulationpopulation_densitymedian_ageaged_65_olderaged_70_oldergdp_per_capitaextreme_povertycardiovasc_death_ratediabetes_prevalencefemale_smokersmale_smokershandwashing_facilitieshospital_beds_per_thousandlife_expectancyhuman_development_index
0AFGAsiaAfghanistan2020-02-241.01.0NaNNaNNaNNaN0.0260.026NaNNaNNaNNaNNaNNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone8.3338928341.054.42218.62.5811.3371803.987None597.0299.59NoneNone37.7460.564.830.511
1AFGAsiaAfghanistan2020-02-251.00.0NaNNaNNaNNaN0.0260.000NaNNaNNaNNaNNaNNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone8.3338928341.054.42218.62.5811.3371803.987None597.0299.59NoneNone37.7460.564.830.511
2AFGAsiaAfghanistan2020-02-261.00.0NaNNaNNaNNaN0.0260.000NaNNaNNaNNaNNaNNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone8.3338928341.054.42218.62.5811.3371803.987None597.0299.59NoneNone37.7460.564.830.511
3AFGAsiaAfghanistan2020-02-271.00.0NaNNaNNaNNaN0.0260.000NaNNaNNaNNaNNaNNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone8.3338928341.054.42218.62.5811.3371803.987None597.0299.59NoneNone37.7460.564.830.511
4AFGAsiaAfghanistan2020-02-281.00.0NaNNaNNaNNaN0.0260.000NaNNaNNaNNaNNaNNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone8.3338928341.054.42218.62.5811.3371803.987None597.0299.59NoneNone37.7460.564.830.511
5AFGAsiaAfghanistan2020-02-291.00.00.143NaNNaN0.00.0260.0000.004NaNNaN0.0NaNNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone8.3338928341.054.42218.62.5811.3371803.987None597.0299.59NoneNone37.7460.564.830.511
6AFGAsiaAfghanistan2020-03-011.00.00.143NaNNaN0.00.0260.0000.004NaNNaN0.0NaNNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone27.7838928341.054.42218.62.5811.3371803.987None597.0299.59NoneNone37.7460.564.830.511
7AFGAsiaAfghanistan2020-03-021.00.00.000NaNNaN0.00.0260.0000.000NaNNaN0.0NaNNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone27.7838928341.054.42218.62.5811.3371803.987None597.0299.59NoneNone37.7460.564.830.511
8AFGAsiaAfghanistan2020-03-032.01.00.143NaNNaN0.00.0510.0260.004NaNNaN0.0NaNNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone27.7838928341.054.42218.62.5811.3371803.987None597.0299.59NoneNone37.7460.564.830.511
9AFGAsiaAfghanistan2020-03-044.02.00.429NaNNaN0.00.1030.0510.011NaNNaN0.0NaNNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone27.7838928341.054.42218.62.5811.3371803.987None597.0299.59NoneNone37.7460.564.830.511

Last rows

iso_codecontinentlocationdatetotal_casesnew_casesnew_cases_smoothedtotal_deathsnew_deathsnew_deaths_smoothedtotal_cases_per_millionnew_cases_per_millionnew_cases_smoothed_per_milliontotal_deaths_per_millionnew_deaths_per_millionnew_deaths_smoothed_per_millionreproduction_rateicu_patientsicu_patients_per_millionhosp_patientshosp_patients_per_millionweekly_icu_admissionsweekly_icu_admissions_per_millionweekly_hosp_admissionsweekly_hosp_admissions_per_millionnew_teststotal_teststotal_tests_per_thousandnew_tests_per_thousandnew_tests_smoothednew_tests_smoothed_per_thousandpositive_ratetests_per_casetests_unitstotal_vaccinationspeople_vaccinatedpeople_fully_vaccinatednew_vaccinationsnew_vaccinations_smoothedtotal_vaccinations_per_hundredpeople_vaccinated_per_hundredpeople_fully_vaccinated_per_hundrednew_vaccinations_smoothed_per_millionstringency_indexpopulationpopulation_densitymedian_ageaged_65_olderaged_70_oldergdp_per_capitaextreme_povertycardiovasc_death_ratediabetes_prevalencefemale_smokersmale_smokershandwashing_facilitieshospital_beds_per_thousandlife_expectancyhuman_development_index
77272ZWEAfricaZimbabwe2021-03-1636535.031.030.5711507.03.02.5712458.1302.0862.057101.3930.2020.1730.78NoneNoneNoneNoneNoneNoneNoneNone2062.0408348.027.4740.1391642.00.110.01953.7tests performed39550.039550.0None1890.0541.00.270.27None36.053.714862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.571
77273ZWEAfricaZimbabwe2021-03-1736552.017.030.1431508.01.02.7142459.2731.1442.028101.4600.0670.1830.79NoneNoneNoneNoneNoneNoneNoneNone1510.0409858.027.5760.1021549.00.1040.01951.4tests performed39607.039607.0None57.0529.00.270.27None36.053.714862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.571
77274ZWEAfricaZimbabwe2021-03-1836611.059.033.4291509.01.02.4292463.2433.9702.249101.5280.0670.1630.80NoneNoneNoneNoneNoneNoneNoneNone2484.0412342.027.7430.1671660.00.1120.0249.7tests performed40002.040002.0None395.0569.00.270.27None38.053.714862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.571
77275ZWEAfricaZimbabwe2021-03-1936652.041.032.7141510.01.02.0002466.0012.7592.201101.5950.0670.1350.79NoneNoneNoneNoneNoneNoneNoneNone2286.0414628.027.8970.1541685.00.1130.01951.5tests performed41687.041687.0None1685.0772.00.280.28None52.053.714862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.571
77276ZWEAfricaZimbabwe2021-03-2036662.010.027.2861510.00.01.2862466.6740.6731.836101.5950.0000.0870.79NoneNoneNoneNoneNoneNoneNoneNone744.0415372.027.9470.051701.00.1140.01662.3tests performed42210.042210.0None523.0836.00.280.28None56.053.714862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.571
77277ZWEAfricaZimbabwe2021-03-2136665.03.025.8571512.02.01.2862466.8760.2021.740101.7300.1350.0870.79NoneNoneNoneNoneNoneNoneNoneNone660.0416032.027.9910.0441634.00.110.01663.2tests performed42729.042729.0None519.0910.00.290.29None61.053.714862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.571
77278ZWEAfricaZimbabwe2021-03-2236684.019.025.7141514.02.01.4292468.1541.2781.730101.8640.1350.0960.79NoneNoneNoneNoneNoneNoneNoneNone2342.0418374.028.1490.1581727.00.1160.01567.2tests performed43294.043294.0None565.0805.00.290.29None54.053.714862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.571
77279ZWEAfricaZimbabwe2021-03-2336717.033.026.0001516.02.01.2862470.3752.2201.749101.9990.1350.0870.79NoneNoneNoneNoneNoneNoneNoneNone1743.0420117.028.2660.1171681.00.1130.01564.7tests performed44135.044135.0None841.0655.00.30.3None44.0NaN14862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.571
77280ZWEAfricaZimbabwe2021-03-2436749.032.028.1431516.00.01.1432472.5282.1531.893101.9990.0000.077NaNNoneNoneNoneNoneNoneNoneNoneNone3518.0423635.028.5030.2371968.00.1320.01469.9tests performed49404.049404.0None5269.01400.00.330.33None94.0NaN14862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.571
77281ZWEAfricaZimbabwe2021-03-2536778.029.023.8571518.02.01.2862474.4791.9511.605102.1330.1350.087NaNNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNoneNone54892.054892.0None5488.02127.00.370.37None143.0NaN14862927.042.72919.62.8221.8821899.77521.4307.8461.821.630.736.7911.761.490.571